In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7fa3340f7780>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7fa3340a5390>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.0 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
inputs_real = tf.placeholder(tf.float32, [None, image_width, image_height, image_channels], name='input_real')
inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='input_z')
alpha = tf.placeholder(tf.float32, name='learning_rate')
return inputs_real, inputs_z, alpha
"""
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"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the generator, tensor logits of the generator).
# Added alpha to control Leaky Relu
def discriminator(images, reuse=False, alpha=0.2):
"""
Create the discriminator network
:param image: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
with tf.variable_scope('discriminator', reuse=reuse):
# Input layer is 28x28x3
x1 = tf.layers.conv2d(images, 32, 5, strides=1,
padding='same',
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
relu1 = tf.maximum(alpha * x1, x1)
# 28x28x32
x2 = tf.layers.conv2d(relu1, 128, 5, strides=2,
padding='same',
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
bn2 = tf.layers.batch_normalization(x2, training=True)
relu2 = tf.maximum(alpha * bn2, bn2)
# 14x14x128
x3 = tf.layers.conv2d(relu2, 512, 5, strides=1,
padding='same',
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
bn3 = tf.layers.batch_normalization(x3, training=True)
relu3 = tf.maximum(alpha * bn3, bn3)
# 14x14x512
# Flatten it
flat = tf.reshape(relu3, (-1, 7*7*512))
logits = tf.layers.dense(flat, 1,
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
out = tf.sigmoid(logits)
return out, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True, alpha=0.2):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
with tf.variable_scope('generator', reuse = not is_train):
# First fully connected layer
x1 = tf.layers.dense(z, 7*7*512,
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
# 25088
# Reshape it to start the convolutional stack
x1 = tf.reshape(x1, (-1, 7, 7, 512))
x1 = tf.layers.batch_normalization(x1, training=is_train)
x1 = tf.maximum(alpha * x1, x1)
# 7x7x512 now
x2 = tf.layers.conv2d_transpose(x1, 256, 5, strides=2,
padding='same',
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
x2 = tf.layers.batch_normalization(x2, training=is_train)
x2 = tf.maximum(alpha * x2, x2)
# 14x14x256 now
x3 = tf.layers.conv2d_transpose(x2, 128, 5, strides=2,
padding='same',
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
x3 = tf.layers.batch_normalization(x3, training=is_train)
x3 = tf.nn.dropout(x3, 0.9)
x3 = tf.maximum(alpha * x3, x3)
# 28x28x128 now
# Output layer
logits = tf.layers.conv2d_transpose(x3, out_channel_dim, 5, strides=1,
padding='same',
kernel_initializer=tf.truncated_normal_initializer(stddev=0.02))
# 28x28xN now
out = tf.tanh(logits)
return out
"""
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"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim, alpha=0.01):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
g_model = generator(input_z, out_channel_dim, alpha=alpha)
d_model_real, d_logits_real = discriminator(input_real, alpha=alpha)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True, alpha=alpha)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real)))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
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"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# Get weights and bias to update
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
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"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
losses = []
# def model_inputs(image_width, image_height, image_channels, z_dim):
input_real, input_z, lr = model_inputs(data_shape[1], data_shape[2], data_shape[3], z_dim)
# def model_loss(input_real, input_z, out_channel_dim, alpha=0.2):
d_loss, g_loss = model_loss(input_real, input_z, data_shape[3], alpha=0.1)
# def model_opt(d_loss, g_loss, learning_rate, beta1):
d_opt, g_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
steps = 0
for batch_images in get_batches(batch_size):
steps += 1
# Rescale images to values between -1 -> 1
batch_images = batch_images * 2
# Sample random noise for G
batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
# Run optimizers
_ = sess.run(d_opt, feed_dict={input_real: batch_images,
input_z: batch_z,
lr: learning_rate})
_ = sess.run(g_opt, feed_dict={input_real: batch_images,
input_z: batch_z,
lr: learning_rate})
_ = sess.run(g_opt, feed_dict={input_real: batch_images,
input_z: batch_z,
lr: learning_rate})
if steps % 10 == 0:
# At the end of each epoch, get the losses and print them out
train_loss_d = d_loss.eval({input_real: batch_images,
input_z: batch_z,
lr: learning_rate})
train_loss_g = g_loss.eval({input_real: batch_images,
input_z: batch_z,
lr: learning_rate})
print("Epoch {}/{}...".format(epoch_i + 1, epoch_count),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
# Save losses to view after training
losses.append((train_loss_d, train_loss_g))
if steps % 100 == 0:
show_generator_output(sess, 20, input_z, len(data_image_mode), data_image_mode)
return losses
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 8
z_dim = 100
learning_rate = 0.00005
beta1 = 0.5
"""
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"""
epochs = 2
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/2... Discriminator Loss: 2.9049... Generator Loss: 0.1051 Epoch 1/2... Discriminator Loss: 2.3867... Generator Loss: 0.2066 Epoch 1/2... Discriminator Loss: 2.1702... Generator Loss: 0.3162 Epoch 1/2... Discriminator Loss: 1.3390... Generator Loss: 0.5334 Epoch 1/2... Discriminator Loss: 1.1320... Generator Loss: 0.7414 Epoch 1/2... Discriminator Loss: 1.3261... Generator Loss: 0.4537 Epoch 1/2... Discriminator Loss: 1.5066... Generator Loss: 0.4875 Epoch 1/2... Discriminator Loss: 1.5630... Generator Loss: 0.4086 Epoch 1/2... Discriminator Loss: 1.5272... Generator Loss: 0.4886 Epoch 1/2... Discriminator Loss: 1.4768... Generator Loss: 0.4208
Epoch 1/2... Discriminator Loss: 1.5648... Generator Loss: 0.3573 Epoch 1/2... Discriminator Loss: 0.9298... Generator Loss: 0.8278 Epoch 1/2... Discriminator Loss: 1.0386... Generator Loss: 0.7785 Epoch 1/2... Discriminator Loss: 1.2201... Generator Loss: 0.5172 Epoch 1/2... Discriminator Loss: 1.0694... Generator Loss: 0.9992 Epoch 1/2... Discriminator Loss: 1.4954... Generator Loss: 0.4355 Epoch 1/2... Discriminator Loss: 1.3426... Generator Loss: 0.4161 Epoch 1/2... Discriminator Loss: 0.9815... Generator Loss: 0.6991 Epoch 1/2... Discriminator Loss: 1.1623... Generator Loss: 0.5665 Epoch 1/2... Discriminator Loss: 1.2845... Generator Loss: 0.5441
Epoch 1/2... Discriminator Loss: 1.2488... Generator Loss: 0.6935 Epoch 1/2... Discriminator Loss: 1.4413... Generator Loss: 0.4793 Epoch 1/2... Discriminator Loss: 1.4875... Generator Loss: 0.3833 Epoch 1/2... Discriminator Loss: 1.4130... Generator Loss: 1.0880 Epoch 1/2... Discriminator Loss: 1.4718... Generator Loss: 0.5243 Epoch 1/2... Discriminator Loss: 1.2400... Generator Loss: 0.6568 Epoch 1/2... Discriminator Loss: 1.4147... Generator Loss: 0.6779 Epoch 1/2... Discriminator Loss: 1.0393... Generator Loss: 0.8133 Epoch 1/2... Discriminator Loss: 1.4022... Generator Loss: 0.7755 Epoch 1/2... Discriminator Loss: 1.6375... Generator Loss: 0.3569
Epoch 1/2... Discriminator Loss: 1.2564... Generator Loss: 0.6391 Epoch 1/2... Discriminator Loss: 1.2011... Generator Loss: 0.7399 Epoch 1/2... Discriminator Loss: 1.4781... Generator Loss: 0.4557 Epoch 1/2... Discriminator Loss: 1.4917... Generator Loss: 0.3730 Epoch 1/2... Discriminator Loss: 1.3326... Generator Loss: 0.7225 Epoch 1/2... Discriminator Loss: 1.1538... Generator Loss: 0.7746 Epoch 1/2... Discriminator Loss: 1.1517... Generator Loss: 0.9168 Epoch 1/2... Discriminator Loss: 0.9684... Generator Loss: 0.9795 Epoch 1/2... Discriminator Loss: 1.3826... Generator Loss: 0.7188 Epoch 1/2... Discriminator Loss: 1.5233... Generator Loss: 0.4848
Epoch 1/2... Discriminator Loss: 1.3590... Generator Loss: 0.4473 Epoch 1/2... Discriminator Loss: 1.4602... Generator Loss: 0.5265 Epoch 1/2... Discriminator Loss: 1.3490... Generator Loss: 0.6844 Epoch 1/2... Discriminator Loss: 1.0789... Generator Loss: 0.6108 Epoch 1/2... Discriminator Loss: 1.3054... Generator Loss: 0.6503 Epoch 1/2... Discriminator Loss: 1.1633... Generator Loss: 0.8282 Epoch 1/2... Discriminator Loss: 1.2335... Generator Loss: 0.7689 Epoch 1/2... Discriminator Loss: 1.7732... Generator Loss: 0.2735 Epoch 1/2... Discriminator Loss: 1.0852... Generator Loss: 0.9281 Epoch 1/2... Discriminator Loss: 1.0816... Generator Loss: 0.8022
Epoch 1/2... Discriminator Loss: 1.3856... Generator Loss: 0.4286 Epoch 1/2... Discriminator Loss: 1.4517... Generator Loss: 0.4582 Epoch 1/2... Discriminator Loss: 1.0725... Generator Loss: 0.8912 Epoch 1/2... Discriminator Loss: 1.2062... Generator Loss: 0.6378 Epoch 1/2... Discriminator Loss: 1.2990... Generator Loss: 0.5258 Epoch 1/2... Discriminator Loss: 0.9803... Generator Loss: 0.7477 Epoch 1/2... Discriminator Loss: 1.3232... Generator Loss: 0.6030 Epoch 1/2... Discriminator Loss: 1.2539... Generator Loss: 0.7911 Epoch 1/2... Discriminator Loss: 1.6661... Generator Loss: 0.4226 Epoch 1/2... Discriminator Loss: 1.5594... Generator Loss: 0.4226
Epoch 1/2... Discriminator Loss: 1.6820... Generator Loss: 0.3962 Epoch 1/2... Discriminator Loss: 0.8540... Generator Loss: 0.9685 Epoch 1/2... Discriminator Loss: 1.1677... Generator Loss: 0.6245 Epoch 1/2... Discriminator Loss: 1.1185... Generator Loss: 0.7152 Epoch 1/2... Discriminator Loss: 1.1187... Generator Loss: 0.7581 Epoch 1/2... Discriminator Loss: 1.3474... Generator Loss: 0.7028 Epoch 1/2... Discriminator Loss: 1.1916... Generator Loss: 0.5153 Epoch 1/2... Discriminator Loss: 1.0879... Generator Loss: 0.8228 Epoch 1/2... Discriminator Loss: 1.5625... Generator Loss: 0.4168 Epoch 1/2... Discriminator Loss: 1.4814... Generator Loss: 0.5565
Epoch 1/2... Discriminator Loss: 1.4255... Generator Loss: 0.5839 Epoch 1/2... Discriminator Loss: 1.3785... Generator Loss: 0.5012 Epoch 1/2... Discriminator Loss: 1.3827... Generator Loss: 0.7007 Epoch 1/2... Discriminator Loss: 1.8049... Generator Loss: 0.2380 Epoch 1/2... Discriminator Loss: 1.0202... Generator Loss: 0.7471 Epoch 1/2... Discriminator Loss: 1.6428... Generator Loss: 0.3380 Epoch 1/2... Discriminator Loss: 1.8014... Generator Loss: 0.3446 Epoch 1/2... Discriminator Loss: 0.8574... Generator Loss: 0.9297 Epoch 1/2... Discriminator Loss: 1.2813... Generator Loss: 0.5608 Epoch 1/2... Discriminator Loss: 0.9884... Generator Loss: 0.8151
Epoch 1/2... Discriminator Loss: 1.2857... Generator Loss: 0.5861 Epoch 1/2... Discriminator Loss: 1.1225... Generator Loss: 0.5931 Epoch 1/2... Discriminator Loss: 1.1238... Generator Loss: 0.6621 Epoch 1/2... Discriminator Loss: 1.6607... Generator Loss: 0.3919 Epoch 1/2... Discriminator Loss: 1.7506... Generator Loss: 0.4355 Epoch 1/2... Discriminator Loss: 1.3246... Generator Loss: 0.6110 Epoch 1/2... Discriminator Loss: 1.4653... Generator Loss: 0.4785 Epoch 1/2... Discriminator Loss: 1.3191... Generator Loss: 0.6138 Epoch 1/2... Discriminator Loss: 1.4428... Generator Loss: 0.4023 Epoch 1/2... Discriminator Loss: 1.1035... Generator Loss: 0.7189
Epoch 1/2... Discriminator Loss: 1.3164... Generator Loss: 0.8637 Epoch 1/2... Discriminator Loss: 2.0114... Generator Loss: 0.2502 Epoch 1/2... Discriminator Loss: 2.0082... Generator Loss: 0.3138 Epoch 1/2... Discriminator Loss: 1.5635... Generator Loss: 0.4213 Epoch 1/2... Discriminator Loss: 1.4549... Generator Loss: 0.3989 Epoch 1/2... Discriminator Loss: 1.0005... Generator Loss: 0.7406 Epoch 1/2... Discriminator Loss: 1.3026... Generator Loss: 0.5064 Epoch 1/2... Discriminator Loss: 1.1046... Generator Loss: 0.8066 Epoch 1/2... Discriminator Loss: 0.9858... Generator Loss: 0.9076 Epoch 1/2... Discriminator Loss: 1.1864... Generator Loss: 0.6649
Epoch 1/2... Discriminator Loss: 1.3304... Generator Loss: 0.5832 Epoch 1/2... Discriminator Loss: 1.3030... Generator Loss: 0.6304 Epoch 1/2... Discriminator Loss: 1.5193... Generator Loss: 0.3583 Epoch 1/2... Discriminator Loss: 1.1071... Generator Loss: 0.7350 Epoch 1/2... Discriminator Loss: 1.1904... Generator Loss: 0.6390 Epoch 1/2... Discriminator Loss: 1.7110... Generator Loss: 0.3958 Epoch 1/2... Discriminator Loss: 1.2618... Generator Loss: 0.5369 Epoch 1/2... Discriminator Loss: 1.4358... Generator Loss: 0.5001 Epoch 1/2... Discriminator Loss: 1.3318... Generator Loss: 0.6291 Epoch 1/2... Discriminator Loss: 1.5657... Generator Loss: 0.4253
Epoch 1/2... Discriminator Loss: 1.3663... Generator Loss: 0.5560 Epoch 1/2... Discriminator Loss: 1.1753... Generator Loss: 0.7177 Epoch 1/2... Discriminator Loss: 1.1988... Generator Loss: 0.5946 Epoch 1/2... Discriminator Loss: 1.9091... Generator Loss: 0.2609 Epoch 1/2... Discriminator Loss: 1.4589... Generator Loss: 0.5236 Epoch 1/2... Discriminator Loss: 1.2880... Generator Loss: 0.7044 Epoch 1/2... Discriminator Loss: 1.2233... Generator Loss: 0.5168 Epoch 1/2... Discriminator Loss: 1.4741... Generator Loss: 0.3959 Epoch 1/2... Discriminator Loss: 1.5857... Generator Loss: 0.4629 Epoch 1/2... Discriminator Loss: 1.3933... Generator Loss: 0.4234
Epoch 1/2... Discriminator Loss: 1.3952... Generator Loss: 0.5652 Epoch 1/2... Discriminator Loss: 1.2742... Generator Loss: 0.5450 Epoch 1/2... Discriminator Loss: 1.2087... Generator Loss: 0.8465 Epoch 1/2... Discriminator Loss: 1.3387... Generator Loss: 0.7670 Epoch 1/2... Discriminator Loss: 1.4594... Generator Loss: 0.4059 Epoch 1/2... Discriminator Loss: 1.6422... Generator Loss: 0.4266 Epoch 1/2... Discriminator Loss: 1.2734... Generator Loss: 0.5399 Epoch 1/2... Discriminator Loss: 1.2112... Generator Loss: 0.7123 Epoch 1/2... Discriminator Loss: 1.5364... Generator Loss: 0.4768 Epoch 1/2... Discriminator Loss: 1.5600... Generator Loss: 0.3926
Epoch 1/2... Discriminator Loss: 1.0613... Generator Loss: 0.7961 Epoch 1/2... Discriminator Loss: 0.9943... Generator Loss: 1.2930 Epoch 1/2... Discriminator Loss: 1.6061... Generator Loss: 0.4142 Epoch 1/2... Discriminator Loss: 1.6783... Generator Loss: 0.4304 Epoch 1/2... Discriminator Loss: 1.1783... Generator Loss: 0.5915 Epoch 1/2... Discriminator Loss: 1.2647... Generator Loss: 0.9385 Epoch 1/2... Discriminator Loss: 1.3580... Generator Loss: 0.6063 Epoch 1/2... Discriminator Loss: 1.5460... Generator Loss: 0.4938 Epoch 1/2... Discriminator Loss: 1.9079... Generator Loss: 0.3099 Epoch 1/2... Discriminator Loss: 1.1570... Generator Loss: 0.6853
Epoch 1/2... Discriminator Loss: 1.6517... Generator Loss: 0.3758 Epoch 1/2... Discriminator Loss: 1.3391... Generator Loss: 0.4664 Epoch 1/2... Discriminator Loss: 0.9873... Generator Loss: 0.9168 Epoch 1/2... Discriminator Loss: 1.4053... Generator Loss: 0.5006 Epoch 1/2... Discriminator Loss: 1.3204... Generator Loss: 0.7679 Epoch 1/2... Discriminator Loss: 1.4296... Generator Loss: 0.5385 Epoch 1/2... Discriminator Loss: 1.1573... Generator Loss: 0.6751 Epoch 1/2... Discriminator Loss: 1.2966... Generator Loss: 0.5441 Epoch 1/2... Discriminator Loss: 1.0280... Generator Loss: 1.0966 Epoch 1/2... Discriminator Loss: 1.2875... Generator Loss: 0.5509
Epoch 1/2... Discriminator Loss: 1.0814... Generator Loss: 0.7353 Epoch 1/2... Discriminator Loss: 1.2387... Generator Loss: 0.6589 Epoch 1/2... Discriminator Loss: 1.4244... Generator Loss: 0.4088 Epoch 1/2... Discriminator Loss: 1.5646... Generator Loss: 0.3539 Epoch 1/2... Discriminator Loss: 1.5123... Generator Loss: 0.3935 Epoch 1/2... Discriminator Loss: 1.1846... Generator Loss: 0.7147 Epoch 1/2... Discriminator Loss: 1.2115... Generator Loss: 0.6510 Epoch 1/2... Discriminator Loss: 1.3725... Generator Loss: 0.5259 Epoch 1/2... Discriminator Loss: 1.1629... Generator Loss: 0.9677 Epoch 1/2... Discriminator Loss: 1.1679... Generator Loss: 0.8447
Epoch 1/2... Discriminator Loss: 1.3762... Generator Loss: 0.4074 Epoch 1/2... Discriminator Loss: 1.1919... Generator Loss: 0.7903 Epoch 1/2... Discriminator Loss: 0.7411... Generator Loss: 1.2875 Epoch 1/2... Discriminator Loss: 1.1298... Generator Loss: 0.7408 Epoch 1/2... Discriminator Loss: 1.1372... Generator Loss: 0.6548 Epoch 1/2... Discriminator Loss: 0.8558... Generator Loss: 1.2944 Epoch 1/2... Discriminator Loss: 1.2392... Generator Loss: 0.6471 Epoch 1/2... Discriminator Loss: 1.3885... Generator Loss: 0.5732 Epoch 1/2... Discriminator Loss: 1.1335... Generator Loss: 0.5897 Epoch 1/2... Discriminator Loss: 1.1673... Generator Loss: 0.5195
Epoch 1/2... Discriminator Loss: 0.8301... Generator Loss: 0.8115 Epoch 1/2... Discriminator Loss: 1.4123... Generator Loss: 0.5438 Epoch 1/2... Discriminator Loss: 1.2475... Generator Loss: 0.6491 Epoch 1/2... Discriminator Loss: 1.4342... Generator Loss: 0.4749 Epoch 1/2... Discriminator Loss: 1.4091... Generator Loss: 0.5044 Epoch 1/2... Discriminator Loss: 1.1303... Generator Loss: 0.8072 Epoch 1/2... Discriminator Loss: 0.9234... Generator Loss: 0.8517 Epoch 1/2... Discriminator Loss: 1.0570... Generator Loss: 0.6467 Epoch 1/2... Discriminator Loss: 1.0289... Generator Loss: 0.7208 Epoch 1/2... Discriminator Loss: 1.0570... Generator Loss: 0.7582
Epoch 1/2... Discriminator Loss: 1.3357... Generator Loss: 0.4789 Epoch 1/2... Discriminator Loss: 1.0628... Generator Loss: 0.7154 Epoch 1/2... Discriminator Loss: 1.1548... Generator Loss: 0.5311 Epoch 1/2... Discriminator Loss: 1.4054... Generator Loss: 0.4192 Epoch 1/2... Discriminator Loss: 1.3617... Generator Loss: 0.4757 Epoch 1/2... Discriminator Loss: 1.2077... Generator Loss: 0.6050 Epoch 1/2... Discriminator Loss: 0.8619... Generator Loss: 1.1156 Epoch 1/2... Discriminator Loss: 0.9198... Generator Loss: 0.8015 Epoch 1/2... Discriminator Loss: 1.3268... Generator Loss: 0.4886 Epoch 1/2... Discriminator Loss: 1.2591... Generator Loss: 0.7445
Epoch 1/2... Discriminator Loss: 0.9875... Generator Loss: 0.6942 Epoch 1/2... Discriminator Loss: 1.1950... Generator Loss: 0.5669 Epoch 1/2... Discriminator Loss: 1.0905... Generator Loss: 0.6009 Epoch 1/2... Discriminator Loss: 1.2220... Generator Loss: 0.5525 Epoch 1/2... Discriminator Loss: 0.9447... Generator Loss: 0.7953 Epoch 1/2... Discriminator Loss: 1.4719... Generator Loss: 0.3947 Epoch 1/2... Discriminator Loss: 1.6831... Generator Loss: 0.3641 Epoch 1/2... Discriminator Loss: 0.9781... Generator Loss: 0.6827 Epoch 1/2... Discriminator Loss: 1.0196... Generator Loss: 0.9041 Epoch 1/2... Discriminator Loss: 1.1437... Generator Loss: 0.6852
Epoch 1/2... Discriminator Loss: 1.1342... Generator Loss: 0.6409 Epoch 1/2... Discriminator Loss: 0.8041... Generator Loss: 0.8556 Epoch 1/2... Discriminator Loss: 0.8541... Generator Loss: 0.9427 Epoch 1/2... Discriminator Loss: 1.1334... Generator Loss: 0.5961 Epoch 1/2... Discriminator Loss: 1.1466... Generator Loss: 0.6615 Epoch 1/2... Discriminator Loss: 0.9502... Generator Loss: 0.9484 Epoch 1/2... Discriminator Loss: 1.4681... Generator Loss: 0.4089 Epoch 1/2... Discriminator Loss: 1.4740... Generator Loss: 0.4180 Epoch 1/2... Discriminator Loss: 1.1618... Generator Loss: 0.6540 Epoch 1/2... Discriminator Loss: 1.7249... Generator Loss: 0.3163
Epoch 1/2... Discriminator Loss: 1.1630... Generator Loss: 0.6701 Epoch 1/2... Discriminator Loss: 1.3474... Generator Loss: 0.4963 Epoch 1/2... Discriminator Loss: 1.0455... Generator Loss: 0.5799 Epoch 1/2... Discriminator Loss: 1.2508... Generator Loss: 0.4778 Epoch 1/2... Discriminator Loss: 0.7675... Generator Loss: 1.2003 Epoch 1/2... Discriminator Loss: 0.6550... Generator Loss: 1.6096 Epoch 1/2... Discriminator Loss: 1.1331... Generator Loss: 0.6061 Epoch 1/2... Discriminator Loss: 1.1016... Generator Loss: 1.3175 Epoch 1/2... Discriminator Loss: 1.2260... Generator Loss: 0.5754 Epoch 1/2... Discriminator Loss: 0.9191... Generator Loss: 0.9181
Epoch 1/2... Discriminator Loss: 1.0480... Generator Loss: 0.7894 Epoch 1/2... Discriminator Loss: 1.2230... Generator Loss: 0.4980 Epoch 1/2... Discriminator Loss: 1.2099... Generator Loss: 0.4916 Epoch 1/2... Discriminator Loss: 1.2455... Generator Loss: 0.5364 Epoch 1/2... Discriminator Loss: 0.6720... Generator Loss: 1.1181 Epoch 1/2... Discriminator Loss: 1.1515... Generator Loss: 0.7014 Epoch 1/2... Discriminator Loss: 0.8231... Generator Loss: 0.9492 Epoch 1/2... Discriminator Loss: 1.2515... Generator Loss: 0.5770 Epoch 1/2... Discriminator Loss: 1.2514... Generator Loss: 0.5735 Epoch 1/2... Discriminator Loss: 0.9974... Generator Loss: 0.8647
Epoch 1/2... Discriminator Loss: 0.8572... Generator Loss: 0.8862 Epoch 1/2... Discriminator Loss: 0.8148... Generator Loss: 0.9092 Epoch 1/2... Discriminator Loss: 1.5741... Generator Loss: 0.3474 Epoch 1/2... Discriminator Loss: 1.0527... Generator Loss: 0.7627 Epoch 1/2... Discriminator Loss: 1.3908... Generator Loss: 0.4754 Epoch 1/2... Discriminator Loss: 0.6734... Generator Loss: 1.0436 Epoch 1/2... Discriminator Loss: 1.0442... Generator Loss: 0.8620 Epoch 1/2... Discriminator Loss: 1.3290... Generator Loss: 0.4861 Epoch 1/2... Discriminator Loss: 0.9258... Generator Loss: 0.7927 Epoch 1/2... Discriminator Loss: 1.1163... Generator Loss: 0.7503
Epoch 1/2... Discriminator Loss: 1.3048... Generator Loss: 0.5407 Epoch 1/2... Discriminator Loss: 1.1313... Generator Loss: 0.6805 Epoch 1/2... Discriminator Loss: 1.4741... Generator Loss: 0.3996 Epoch 1/2... Discriminator Loss: 1.1361... Generator Loss: 0.5783 Epoch 1/2... Discriminator Loss: 1.7167... Generator Loss: 0.3812 Epoch 1/2... Discriminator Loss: 1.2981... Generator Loss: 0.4686 Epoch 1/2... Discriminator Loss: 1.2942... Generator Loss: 0.6040 Epoch 1/2... Discriminator Loss: 0.8860... Generator Loss: 0.8805 Epoch 1/2... Discriminator Loss: 1.1040... Generator Loss: 0.6777 Epoch 1/2... Discriminator Loss: 0.7840... Generator Loss: 0.9553
Epoch 1/2... Discriminator Loss: 1.0785... Generator Loss: 0.5758 Epoch 1/2... Discriminator Loss: 1.2295... Generator Loss: 0.6840 Epoch 1/2... Discriminator Loss: 0.6109... Generator Loss: 1.2645 Epoch 1/2... Discriminator Loss: 0.9840... Generator Loss: 0.7863 Epoch 1/2... Discriminator Loss: 0.6160... Generator Loss: 1.0224 Epoch 1/2... Discriminator Loss: 0.9308... Generator Loss: 0.7393 Epoch 1/2... Discriminator Loss: 1.1131... Generator Loss: 0.6135 Epoch 1/2... Discriminator Loss: 0.8417... Generator Loss: 0.9473 Epoch 1/2... Discriminator Loss: 1.1969... Generator Loss: 0.6499 Epoch 1/2... Discriminator Loss: 0.8813... Generator Loss: 0.9813
Epoch 1/2... Discriminator Loss: 0.9949... Generator Loss: 0.7122 Epoch 1/2... Discriminator Loss: 1.1473... Generator Loss: 0.5619 Epoch 1/2... Discriminator Loss: 1.1526... Generator Loss: 0.6576 Epoch 1/2... Discriminator Loss: 1.2934... Generator Loss: 0.5453 Epoch 1/2... Discriminator Loss: 0.8341... Generator Loss: 1.2604 Epoch 1/2... Discriminator Loss: 0.9515... Generator Loss: 0.8135 Epoch 1/2... Discriminator Loss: 0.8507... Generator Loss: 1.0690 Epoch 1/2... Discriminator Loss: 1.2850... Generator Loss: 0.7220 Epoch 1/2... Discriminator Loss: 1.5566... Generator Loss: 0.4861 Epoch 1/2... Discriminator Loss: 1.3577... Generator Loss: 0.5121
Epoch 1/2... Discriminator Loss: 1.0154... Generator Loss: 0.7425 Epoch 1/2... Discriminator Loss: 0.9722... Generator Loss: 0.9639 Epoch 1/2... Discriminator Loss: 1.0358... Generator Loss: 0.9819 Epoch 1/2... Discriminator Loss: 0.8133... Generator Loss: 1.0008 Epoch 1/2... Discriminator Loss: 1.1280... Generator Loss: 0.8034 Epoch 1/2... Discriminator Loss: 1.1157... Generator Loss: 0.5497 Epoch 1/2... Discriminator Loss: 1.4006... Generator Loss: 0.4827 Epoch 1/2... Discriminator Loss: 0.8547... Generator Loss: 0.7973 Epoch 1/2... Discriminator Loss: 1.2947... Generator Loss: 0.5890 Epoch 1/2... Discriminator Loss: 1.2460... Generator Loss: 0.7003
Epoch 1/2... Discriminator Loss: 1.6524... Generator Loss: 0.5419 Epoch 1/2... Discriminator Loss: 1.2288... Generator Loss: 0.4303 Epoch 1/2... Discriminator Loss: 1.2435... Generator Loss: 0.6242 Epoch 1/2... Discriminator Loss: 1.4003... Generator Loss: 0.4438 Epoch 1/2... Discriminator Loss: 0.7394... Generator Loss: 0.9623 Epoch 1/2... Discriminator Loss: 1.2701... Generator Loss: 0.5633 Epoch 1/2... Discriminator Loss: 1.5932... Generator Loss: 0.4065 Epoch 1/2... Discriminator Loss: 1.5524... Generator Loss: 0.4870 Epoch 1/2... Discriminator Loss: 2.2856... Generator Loss: 0.1297 Epoch 1/2... Discriminator Loss: 1.0817... Generator Loss: 0.6488
Epoch 1/2... Discriminator Loss: 0.8557... Generator Loss: 0.8803 Epoch 1/2... Discriminator Loss: 1.1441... Generator Loss: 0.8621 Epoch 1/2... Discriminator Loss: 0.9074... Generator Loss: 0.7764 Epoch 1/2... Discriminator Loss: 1.0840... Generator Loss: 0.9000 Epoch 1/2... Discriminator Loss: 1.1052... Generator Loss: 0.6781 Epoch 1/2... Discriminator Loss: 1.4710... Generator Loss: 0.4434 Epoch 1/2... Discriminator Loss: 1.1692... Generator Loss: 0.5773 Epoch 1/2... Discriminator Loss: 1.1798... Generator Loss: 0.6247 Epoch 1/2... Discriminator Loss: 1.1204... Generator Loss: 0.7799 Epoch 1/2... Discriminator Loss: 1.1156... Generator Loss: 0.5857
Epoch 1/2... Discriminator Loss: 1.0444... Generator Loss: 0.7619 Epoch 1/2... Discriminator Loss: 1.3090... Generator Loss: 0.5419 Epoch 1/2... Discriminator Loss: 1.7808... Generator Loss: 0.6686 Epoch 1/2... Discriminator Loss: 1.1586... Generator Loss: 0.6069 Epoch 1/2... Discriminator Loss: 1.0190... Generator Loss: 0.9841 Epoch 1/2... Discriminator Loss: 1.1646... Generator Loss: 0.5771 Epoch 1/2... Discriminator Loss: 0.9396... Generator Loss: 0.7341 Epoch 1/2... Discriminator Loss: 0.9629... Generator Loss: 0.6570 Epoch 1/2... Discriminator Loss: 1.0664... Generator Loss: 0.7370 Epoch 1/2... Discriminator Loss: 1.1063... Generator Loss: 0.7055
Epoch 1/2... Discriminator Loss: 1.3796... Generator Loss: 0.4957 Epoch 1/2... Discriminator Loss: 1.3282... Generator Loss: 0.5060 Epoch 1/2... Discriminator Loss: 0.6752... Generator Loss: 1.2609 Epoch 1/2... Discriminator Loss: 1.1670... Generator Loss: 0.8653 Epoch 1/2... Discriminator Loss: 1.5493... Generator Loss: 0.3905 Epoch 1/2... Discriminator Loss: 0.8719... Generator Loss: 0.9032 Epoch 1/2... Discriminator Loss: 1.0543... Generator Loss: 0.8202 Epoch 1/2... Discriminator Loss: 1.0309... Generator Loss: 0.8416 Epoch 1/2... Discriminator Loss: 1.6601... Generator Loss: 0.3158 Epoch 1/2... Discriminator Loss: 0.9647... Generator Loss: 0.9405
Epoch 1/2... Discriminator Loss: 0.9572... Generator Loss: 0.6827 Epoch 1/2... Discriminator Loss: 1.7159... Generator Loss: 0.3588 Epoch 1/2... Discriminator Loss: 1.0727... Generator Loss: 1.2488 Epoch 1/2... Discriminator Loss: 1.0227... Generator Loss: 1.2930 Epoch 1/2... Discriminator Loss: 1.0049... Generator Loss: 0.6621 Epoch 1/2... Discriminator Loss: 0.9970... Generator Loss: 0.8480 Epoch 1/2... Discriminator Loss: 0.9711... Generator Loss: 0.6542 Epoch 1/2... Discriminator Loss: 0.9433... Generator Loss: 0.8340 Epoch 1/2... Discriminator Loss: 0.8967... Generator Loss: 0.7485 Epoch 1/2... Discriminator Loss: 1.5134... Generator Loss: 0.3587
Epoch 1/2... Discriminator Loss: 1.0720... Generator Loss: 0.6834 Epoch 1/2... Discriminator Loss: 1.6277... Generator Loss: 0.3577 Epoch 1/2... Discriminator Loss: 1.4111... Generator Loss: 0.5726 Epoch 1/2... Discriminator Loss: 1.0652... Generator Loss: 0.8471 Epoch 1/2... Discriminator Loss: 1.1870... Generator Loss: 0.6831 Epoch 1/2... Discriminator Loss: 0.7580... Generator Loss: 1.0989 Epoch 1/2... Discriminator Loss: 1.2814... Generator Loss: 0.4419 Epoch 1/2... Discriminator Loss: 0.8226... Generator Loss: 0.9600 Epoch 1/2... Discriminator Loss: 1.3993... Generator Loss: 0.4565 Epoch 1/2... Discriminator Loss: 0.9364... Generator Loss: 0.8008
Epoch 1/2... Discriminator Loss: 1.5188... Generator Loss: 0.4625 Epoch 1/2... Discriminator Loss: 1.4100... Generator Loss: 0.5173 Epoch 1/2... Discriminator Loss: 0.7518... Generator Loss: 0.9553 Epoch 1/2... Discriminator Loss: 1.6791... Generator Loss: 0.4013 Epoch 1/2... Discriminator Loss: 1.8185... Generator Loss: 0.3361 Epoch 1/2... Discriminator Loss: 1.3859... Generator Loss: 0.4664 Epoch 1/2... Discriminator Loss: 1.1376... Generator Loss: 0.6999 Epoch 1/2... Discriminator Loss: 1.1101... Generator Loss: 0.7216 Epoch 1/2... Discriminator Loss: 1.6895... Generator Loss: 0.3716 Epoch 1/2... Discriminator Loss: 1.1285... Generator Loss: 0.5643
Epoch 1/2... Discriminator Loss: 1.1175... Generator Loss: 0.6548 Epoch 1/2... Discriminator Loss: 1.5614... Generator Loss: 0.4056 Epoch 1/2... Discriminator Loss: 0.9730... Generator Loss: 0.7912 Epoch 1/2... Discriminator Loss: 1.2365... Generator Loss: 0.5300 Epoch 1/2... Discriminator Loss: 1.1839... Generator Loss: 0.6998 Epoch 1/2... Discriminator Loss: 1.5869... Generator Loss: 0.3368 Epoch 1/2... Discriminator Loss: 1.3436... Generator Loss: 0.4994 Epoch 1/2... Discriminator Loss: 0.9986... Generator Loss: 0.8211 Epoch 1/2... Discriminator Loss: 1.5275... Generator Loss: 0.3600 Epoch 1/2... Discriminator Loss: 1.5627... Generator Loss: 0.4216
Epoch 1/2... Discriminator Loss: 1.0508... Generator Loss: 0.6965 Epoch 1/2... Discriminator Loss: 1.1112... Generator Loss: 0.5771 Epoch 1/2... Discriminator Loss: 1.7603... Generator Loss: 0.5412 Epoch 1/2... Discriminator Loss: 0.8378... Generator Loss: 0.8119 Epoch 1/2... Discriminator Loss: 0.9810... Generator Loss: 0.9754 Epoch 1/2... Discriminator Loss: 1.0059... Generator Loss: 0.8690 Epoch 1/2... Discriminator Loss: 1.3662... Generator Loss: 0.5996 Epoch 1/2... Discriminator Loss: 0.8862... Generator Loss: 0.9256 Epoch 1/2... Discriminator Loss: 1.0663... Generator Loss: 0.7531 Epoch 1/2... Discriminator Loss: 0.8368... Generator Loss: 1.0113
Epoch 1/2... Discriminator Loss: 1.1244... Generator Loss: 0.7102 Epoch 1/2... Discriminator Loss: 1.3108... Generator Loss: 0.5542 Epoch 1/2... Discriminator Loss: 0.7169... Generator Loss: 1.2690 Epoch 1/2... Discriminator Loss: 1.5655... Generator Loss: 0.4552 Epoch 1/2... Discriminator Loss: 1.9226... Generator Loss: 0.2232 Epoch 1/2... Discriminator Loss: 1.9013... Generator Loss: 0.2787 Epoch 1/2... Discriminator Loss: 1.2728... Generator Loss: 0.5105 Epoch 1/2... Discriminator Loss: 0.9298... Generator Loss: 0.9144 Epoch 1/2... Discriminator Loss: 1.4745... Generator Loss: 0.5510 Epoch 1/2... Discriminator Loss: 1.0076... Generator Loss: 0.9578
Epoch 1/2... Discriminator Loss: 1.3880... Generator Loss: 0.4419 Epoch 1/2... Discriminator Loss: 0.9751... Generator Loss: 0.7129 Epoch 1/2... Discriminator Loss: 1.1076... Generator Loss: 0.9275 Epoch 1/2... Discriminator Loss: 0.7671... Generator Loss: 1.2663 Epoch 1/2... Discriminator Loss: 1.1588... Generator Loss: 0.6634 Epoch 1/2... Discriminator Loss: 1.2508... Generator Loss: 0.7354 Epoch 1/2... Discriminator Loss: 0.9778... Generator Loss: 0.9901 Epoch 1/2... Discriminator Loss: 0.7553... Generator Loss: 0.8800 Epoch 1/2... Discriminator Loss: 1.0451... Generator Loss: 0.8507 Epoch 1/2... Discriminator Loss: 0.8314... Generator Loss: 0.9848
Epoch 1/2... Discriminator Loss: 1.8459... Generator Loss: 0.3309 Epoch 1/2... Discriminator Loss: 1.2928... Generator Loss: 0.7229 Epoch 1/2... Discriminator Loss: 1.3905... Generator Loss: 1.1414 Epoch 1/2... Discriminator Loss: 1.0137... Generator Loss: 0.6010 Epoch 1/2... Discriminator Loss: 1.1574... Generator Loss: 0.5911 Epoch 1/2... Discriminator Loss: 1.1446... Generator Loss: 0.7099 Epoch 1/2... Discriminator Loss: 1.1990... Generator Loss: 0.9223 Epoch 1/2... Discriminator Loss: 0.8100... Generator Loss: 0.9939 Epoch 1/2... Discriminator Loss: 1.1186... Generator Loss: 0.6845 Epoch 1/2... Discriminator Loss: 1.2370... Generator Loss: 0.9041
Epoch 1/2... Discriminator Loss: 1.1808... Generator Loss: 0.7502 Epoch 1/2... Discriminator Loss: 1.1088... Generator Loss: 0.6237 Epoch 1/2... Discriminator Loss: 0.7169... Generator Loss: 1.1143 Epoch 1/2... Discriminator Loss: 1.2790... Generator Loss: 0.5825 Epoch 1/2... Discriminator Loss: 1.0994... Generator Loss: 0.6306 Epoch 1/2... Discriminator Loss: 1.1066... Generator Loss: 0.5602 Epoch 1/2... Discriminator Loss: 0.9875... Generator Loss: 0.7010 Epoch 1/2... Discriminator Loss: 0.7422... Generator Loss: 1.0366 Epoch 1/2... Discriminator Loss: 0.8107... Generator Loss: 0.8980 Epoch 1/2... Discriminator Loss: 1.4592... Generator Loss: 0.5193
Epoch 1/2... Discriminator Loss: 1.3373... Generator Loss: 0.4999 Epoch 1/2... Discriminator Loss: 0.6429... Generator Loss: 1.3493 Epoch 1/2... Discriminator Loss: 1.6307... Generator Loss: 0.7666 Epoch 1/2... Discriminator Loss: 1.1013... Generator Loss: 0.6156 Epoch 1/2... Discriminator Loss: 1.4879... Generator Loss: 0.4801 Epoch 1/2... Discriminator Loss: 1.2505... Generator Loss: 0.7906 Epoch 1/2... Discriminator Loss: 0.8447... Generator Loss: 1.1594 Epoch 1/2... Discriminator Loss: 1.0296... Generator Loss: 0.9274 Epoch 1/2... Discriminator Loss: 1.1198... Generator Loss: 0.7079 Epoch 1/2... Discriminator Loss: 0.9027... Generator Loss: 0.8689
Epoch 1/2... Discriminator Loss: 1.0943... Generator Loss: 0.8201 Epoch 1/2... Discriminator Loss: 2.0378... Generator Loss: 0.2432 Epoch 1/2... Discriminator Loss: 0.9463... Generator Loss: 0.6907 Epoch 1/2... Discriminator Loss: 0.8784... Generator Loss: 1.1764 Epoch 1/2... Discriminator Loss: 1.4289... Generator Loss: 0.5558 Epoch 1/2... Discriminator Loss: 2.3367... Generator Loss: 0.2340 Epoch 1/2... Discriminator Loss: 0.8427... Generator Loss: 0.8493 Epoch 1/2... Discriminator Loss: 0.7933... Generator Loss: 0.8239 Epoch 1/2... Discriminator Loss: 1.0718... Generator Loss: 0.6769 Epoch 1/2... Discriminator Loss: 1.7235... Generator Loss: 0.3812
Epoch 1/2... Discriminator Loss: 1.8898... Generator Loss: 0.3071 Epoch 1/2... Discriminator Loss: 1.2009... Generator Loss: 0.6851 Epoch 1/2... Discriminator Loss: 1.0064... Generator Loss: 1.3693 Epoch 1/2... Discriminator Loss: 1.5274... Generator Loss: 0.5151 Epoch 1/2... Discriminator Loss: 0.6437... Generator Loss: 1.4361 Epoch 1/2... Discriminator Loss: 1.0028... Generator Loss: 0.9359 Epoch 1/2... Discriminator Loss: 1.3222... Generator Loss: 0.5681 Epoch 1/2... Discriminator Loss: 1.0770... Generator Loss: 0.6359 Epoch 1/2... Discriminator Loss: 2.3099... Generator Loss: 0.2104 Epoch 1/2... Discriminator Loss: 0.9833... Generator Loss: 0.9037
Epoch 1/2... Discriminator Loss: 1.2178... Generator Loss: 0.4979 Epoch 1/2... Discriminator Loss: 0.8911... Generator Loss: 1.0572 Epoch 1/2... Discriminator Loss: 0.7881... Generator Loss: 1.2697 Epoch 1/2... Discriminator Loss: 1.4129... Generator Loss: 0.5797 Epoch 1/2... Discriminator Loss: 1.5004... Generator Loss: 0.4211 Epoch 1/2... Discriminator Loss: 1.4650... Generator Loss: 0.6758 Epoch 1/2... Discriminator Loss: 1.3908... Generator Loss: 0.4894 Epoch 1/2... Discriminator Loss: 1.0887... Generator Loss: 0.7186 Epoch 1/2... Discriminator Loss: 1.3034... Generator Loss: 0.6792 Epoch 1/2... Discriminator Loss: 1.0040... Generator Loss: 0.8663
Epoch 1/2... Discriminator Loss: 1.2513... Generator Loss: 0.7159 Epoch 1/2... Discriminator Loss: 0.8656... Generator Loss: 1.2928 Epoch 1/2... Discriminator Loss: 0.9595... Generator Loss: 0.7295 Epoch 1/2... Discriminator Loss: 1.5592... Generator Loss: 0.4458 Epoch 1/2... Discriminator Loss: 1.2016... Generator Loss: 0.8175 Epoch 1/2... Discriminator Loss: 1.7573... Generator Loss: 0.4741 Epoch 1/2... Discriminator Loss: 1.9501... Generator Loss: 0.3443 Epoch 1/2... Discriminator Loss: 1.7258... Generator Loss: 0.3893 Epoch 1/2... Discriminator Loss: 1.4021... Generator Loss: 0.8133 Epoch 1/2... Discriminator Loss: 1.2308... Generator Loss: 0.5455
Epoch 1/2... Discriminator Loss: 0.8901... Generator Loss: 0.9576 Epoch 1/2... Discriminator Loss: 0.7735... Generator Loss: 1.0689 Epoch 1/2... Discriminator Loss: 1.1736... Generator Loss: 0.5793 Epoch 1/2... Discriminator Loss: 0.7376... Generator Loss: 0.9997 Epoch 1/2... Discriminator Loss: 0.9989... Generator Loss: 0.9181 Epoch 1/2... Discriminator Loss: 0.9612... Generator Loss: 0.7720 Epoch 1/2... Discriminator Loss: 1.0046... Generator Loss: 0.9561 Epoch 1/2... Discriminator Loss: 1.0318... Generator Loss: 1.0540 Epoch 1/2... Discriminator Loss: 1.5396... Generator Loss: 0.4614 Epoch 1/2... Discriminator Loss: 1.5244... Generator Loss: 0.4309
Epoch 1/2... Discriminator Loss: 1.0167... Generator Loss: 0.7542 Epoch 1/2... Discriminator Loss: 1.2140... Generator Loss: 0.7841 Epoch 1/2... Discriminator Loss: 0.5426... Generator Loss: 1.3936 Epoch 1/2... Discriminator Loss: 1.2825... Generator Loss: 0.5150 Epoch 1/2... Discriminator Loss: 0.8527... Generator Loss: 0.9348 Epoch 1/2... Discriminator Loss: 1.0028... Generator Loss: 0.7517 Epoch 1/2... Discriminator Loss: 1.1531... Generator Loss: 0.6957 Epoch 1/2... Discriminator Loss: 0.8529... Generator Loss: 0.8203 Epoch 1/2... Discriminator Loss: 0.7350... Generator Loss: 0.9644 Epoch 1/2... Discriminator Loss: 0.9586... Generator Loss: 0.6995
Epoch 1/2... Discriminator Loss: 1.2249... Generator Loss: 0.6765 Epoch 1/2... Discriminator Loss: 0.6495... Generator Loss: 1.4048 Epoch 1/2... Discriminator Loss: 1.6133... Generator Loss: 0.6739 Epoch 1/2... Discriminator Loss: 0.7911... Generator Loss: 1.1651 Epoch 1/2... Discriminator Loss: 0.9975... Generator Loss: 0.7201 Epoch 1/2... Discriminator Loss: 1.0433... Generator Loss: 0.7640 Epoch 1/2... Discriminator Loss: 1.0757... Generator Loss: 0.9467 Epoch 1/2... Discriminator Loss: 0.7201... Generator Loss: 1.2113 Epoch 1/2... Discriminator Loss: 1.3096... Generator Loss: 0.7442 Epoch 1/2... Discriminator Loss: 0.7848... Generator Loss: 1.2587
Epoch 1/2... Discriminator Loss: 1.3674... Generator Loss: 0.5076 Epoch 1/2... Discriminator Loss: 0.9075... Generator Loss: 0.9980 Epoch 1/2... Discriminator Loss: 0.7494... Generator Loss: 1.5720 Epoch 1/2... Discriminator Loss: 1.1613... Generator Loss: 0.8062 Epoch 1/2... Discriminator Loss: 1.5806... Generator Loss: 0.4006 Epoch 1/2... Discriminator Loss: 1.6771... Generator Loss: 0.4450 Epoch 1/2... Discriminator Loss: 1.1675... Generator Loss: 0.7270 Epoch 1/2... Discriminator Loss: 0.7389... Generator Loss: 0.8559 Epoch 1/2... Discriminator Loss: 0.8784... Generator Loss: 1.0815 Epoch 1/2... Discriminator Loss: 1.4645... Generator Loss: 0.4558
Epoch 1/2... Discriminator Loss: 0.9739... Generator Loss: 1.0656 Epoch 1/2... Discriminator Loss: 1.2373... Generator Loss: 0.6092 Epoch 1/2... Discriminator Loss: 1.2422... Generator Loss: 0.4991 Epoch 1/2... Discriminator Loss: 0.6628... Generator Loss: 1.2013 Epoch 1/2... Discriminator Loss: 1.1951... Generator Loss: 0.6924 Epoch 1/2... Discriminator Loss: 1.1499... Generator Loss: 0.7779 Epoch 1/2... Discriminator Loss: 0.7654... Generator Loss: 1.0146 Epoch 1/2... Discriminator Loss: 1.6275... Generator Loss: 0.3318 Epoch 1/2... Discriminator Loss: 1.3533... Generator Loss: 0.6156 Epoch 1/2... Discriminator Loss: 1.5333... Generator Loss: 0.6149
Epoch 1/2... Discriminator Loss: 0.9336... Generator Loss: 0.9840 Epoch 1/2... Discriminator Loss: 0.8930... Generator Loss: 0.8905 Epoch 1/2... Discriminator Loss: 1.2122... Generator Loss: 0.6628 Epoch 1/2... Discriminator Loss: 1.3126... Generator Loss: 0.5714 Epoch 1/2... Discriminator Loss: 1.1572... Generator Loss: 0.9255 Epoch 1/2... Discriminator Loss: 0.8027... Generator Loss: 0.9914 Epoch 1/2... Discriminator Loss: 1.0364... Generator Loss: 1.0829 Epoch 1/2... Discriminator Loss: 1.0246... Generator Loss: 0.7440 Epoch 1/2... Discriminator Loss: 0.8229... Generator Loss: 1.0303 Epoch 1/2... Discriminator Loss: 1.0480... Generator Loss: 0.5956
Epoch 1/2... Discriminator Loss: 0.6959... Generator Loss: 1.0729 Epoch 1/2... Discriminator Loss: 1.5557... Generator Loss: 0.4095 Epoch 1/2... Discriminator Loss: 0.9975... Generator Loss: 0.9364 Epoch 1/2... Discriminator Loss: 0.9033... Generator Loss: 0.7374 Epoch 1/2... Discriminator Loss: 1.3152... Generator Loss: 0.5903 Epoch 1/2... Discriminator Loss: 1.2183... Generator Loss: 0.7131 Epoch 1/2... Discriminator Loss: 0.7098... Generator Loss: 1.1770 Epoch 1/2... Discriminator Loss: 0.6635... Generator Loss: 1.2851 Epoch 1/2... Discriminator Loss: 1.0119... Generator Loss: 0.8297 Epoch 1/2... Discriminator Loss: 1.1198... Generator Loss: 0.8417
Epoch 1/2... Discriminator Loss: 1.2222... Generator Loss: 0.5540 Epoch 1/2... Discriminator Loss: 0.9594... Generator Loss: 0.8754 Epoch 1/2... Discriminator Loss: 1.2309... Generator Loss: 0.6481 Epoch 1/2... Discriminator Loss: 1.1604... Generator Loss: 0.6029 Epoch 1/2... Discriminator Loss: 1.1815... Generator Loss: 0.6636 Epoch 1/2... Discriminator Loss: 0.7648... Generator Loss: 0.9164 Epoch 1/2... Discriminator Loss: 1.0441... Generator Loss: 0.8999 Epoch 1/2... Discriminator Loss: 0.8711... Generator Loss: 0.9181 Epoch 1/2... Discriminator Loss: 1.3302... Generator Loss: 0.6574 Epoch 1/2... Discriminator Loss: 1.0170... Generator Loss: 0.9577
Epoch 1/2... Discriminator Loss: 1.1616... Generator Loss: 0.6185 Epoch 1/2... Discriminator Loss: 1.5493... Generator Loss: 0.5335 Epoch 1/2... Discriminator Loss: 2.4292... Generator Loss: 0.1770 Epoch 1/2... Discriminator Loss: 1.0586... Generator Loss: 0.8965 Epoch 1/2... Discriminator Loss: 1.3343... Generator Loss: 0.6764 Epoch 1/2... Discriminator Loss: 1.2592... Generator Loss: 0.7596 Epoch 1/2... Discriminator Loss: 1.3157... Generator Loss: 0.4471 Epoch 1/2... Discriminator Loss: 1.8290... Generator Loss: 0.2795 Epoch 1/2... Discriminator Loss: 1.2935... Generator Loss: 0.5220 Epoch 1/2... Discriminator Loss: 1.3147... Generator Loss: 0.4858
Epoch 1/2... Discriminator Loss: 0.7106... Generator Loss: 1.1618 Epoch 1/2... Discriminator Loss: 1.1980... Generator Loss: 0.5361 Epoch 1/2... Discriminator Loss: 1.3084... Generator Loss: 0.5867 Epoch 1/2... Discriminator Loss: 0.6362... Generator Loss: 1.3445 Epoch 1/2... Discriminator Loss: 0.8102... Generator Loss: 1.0449 Epoch 1/2... Discriminator Loss: 0.9439... Generator Loss: 0.9478 Epoch 1/2... Discriminator Loss: 1.2913... Generator Loss: 0.5237 Epoch 1/2... Discriminator Loss: 1.0761... Generator Loss: 0.7346 Epoch 1/2... Discriminator Loss: 0.9463... Generator Loss: 0.9312 Epoch 1/2... Discriminator Loss: 0.9425... Generator Loss: 0.8925
Epoch 1/2... Discriminator Loss: 1.3084... Generator Loss: 0.6302 Epoch 1/2... Discriminator Loss: 0.9370... Generator Loss: 0.9853 Epoch 1/2... Discriminator Loss: 1.8778... Generator Loss: 0.7855 Epoch 1/2... Discriminator Loss: 0.8153... Generator Loss: 1.3300 Epoch 1/2... Discriminator Loss: 1.1176... Generator Loss: 0.8230 Epoch 1/2... Discriminator Loss: 1.2082... Generator Loss: 0.7272 Epoch 1/2... Discriminator Loss: 1.0869... Generator Loss: 0.8481 Epoch 1/2... Discriminator Loss: 0.8008... Generator Loss: 1.1145 Epoch 1/2... Discriminator Loss: 1.0489... Generator Loss: 0.6603 Epoch 1/2... Discriminator Loss: 1.0147... Generator Loss: 1.0281
Epoch 1/2... Discriminator Loss: 1.0188... Generator Loss: 0.6582 Epoch 1/2... Discriminator Loss: 1.3871... Generator Loss: 0.5782 Epoch 1/2... Discriminator Loss: 1.8531... Generator Loss: 0.3921 Epoch 1/2... Discriminator Loss: 0.9436... Generator Loss: 0.9660 Epoch 1/2... Discriminator Loss: 1.2484... Generator Loss: 0.5825 Epoch 1/2... Discriminator Loss: 1.1703... Generator Loss: 0.5726 Epoch 1/2... Discriminator Loss: 1.6653... Generator Loss: 0.5080 Epoch 1/2... Discriminator Loss: 1.3993... Generator Loss: 0.5506 Epoch 1/2... Discriminator Loss: 1.0226... Generator Loss: 1.2082 Epoch 1/2... Discriminator Loss: 1.5391... Generator Loss: 0.4161
Epoch 1/2... Discriminator Loss: 1.0282... Generator Loss: 1.0214 Epoch 1/2... Discriminator Loss: 1.2601... Generator Loss: 0.5430 Epoch 1/2... Discriminator Loss: 1.0559... Generator Loss: 0.6551 Epoch 1/2... Discriminator Loss: 1.2676... Generator Loss: 2.1284 Epoch 1/2... Discriminator Loss: 1.9572... Generator Loss: 0.2910 Epoch 1/2... Discriminator Loss: 1.3911... Generator Loss: 0.6148 Epoch 1/2... Discriminator Loss: 1.0687... Generator Loss: 0.9273 Epoch 1/2... Discriminator Loss: 1.4665... Generator Loss: 0.5510 Epoch 1/2... Discriminator Loss: 0.9702... Generator Loss: 0.9367 Epoch 1/2... Discriminator Loss: 1.0634... Generator Loss: 0.8514
Epoch 1/2... Discriminator Loss: 0.9469... Generator Loss: 0.8325 Epoch 1/2... Discriminator Loss: 1.6345... Generator Loss: 0.3774 Epoch 1/2... Discriminator Loss: 1.0032... Generator Loss: 0.7687 Epoch 1/2... Discriminator Loss: 0.5729... Generator Loss: 1.3492 Epoch 1/2... Discriminator Loss: 0.9870... Generator Loss: 0.8435 Epoch 1/2... Discriminator Loss: 1.3941... Generator Loss: 0.6615 Epoch 1/2... Discriminator Loss: 0.8093... Generator Loss: 1.1092 Epoch 1/2... Discriminator Loss: 0.7323... Generator Loss: 1.0311 Epoch 1/2... Discriminator Loss: 1.3975... Generator Loss: 1.0756 Epoch 1/2... Discriminator Loss: 0.8117... Generator Loss: 1.1147
Epoch 1/2... Discriminator Loss: 0.8127... Generator Loss: 0.9995 Epoch 1/2... Discriminator Loss: 0.7470... Generator Loss: 1.1883 Epoch 1/2... Discriminator Loss: 1.4816... Generator Loss: 0.5071 Epoch 1/2... Discriminator Loss: 1.2819... Generator Loss: 0.6578 Epoch 1/2... Discriminator Loss: 1.1597... Generator Loss: 0.6555 Epoch 1/2... Discriminator Loss: 1.1691... Generator Loss: 0.6616 Epoch 1/2... Discriminator Loss: 0.9777... Generator Loss: 0.9253 Epoch 1/2... Discriminator Loss: 0.9071... Generator Loss: 0.9278 Epoch 1/2... Discriminator Loss: 0.9217... Generator Loss: 1.0932 Epoch 1/2... Discriminator Loss: 0.6857... Generator Loss: 1.0115
Epoch 1/2... Discriminator Loss: 0.9477... Generator Loss: 0.7853 Epoch 1/2... Discriminator Loss: 1.1335... Generator Loss: 0.9323 Epoch 1/2... Discriminator Loss: 0.8440... Generator Loss: 0.9888 Epoch 1/2... Discriminator Loss: 0.9839... Generator Loss: 0.9818 Epoch 1/2... Discriminator Loss: 1.5926... Generator Loss: 0.3699 Epoch 1/2... Discriminator Loss: 1.1843... Generator Loss: 0.7106 Epoch 1/2... Discriminator Loss: 0.9159... Generator Loss: 0.9455 Epoch 1/2... Discriminator Loss: 0.7050... Generator Loss: 0.8568 Epoch 1/2... Discriminator Loss: 1.1969... Generator Loss: 0.8094 Epoch 1/2... Discriminator Loss: 0.8797... Generator Loss: 1.1702
Epoch 1/2... Discriminator Loss: 1.1929... Generator Loss: 0.8061 Epoch 1/2... Discriminator Loss: 1.1370... Generator Loss: 0.8020 Epoch 1/2... Discriminator Loss: 0.8118... Generator Loss: 1.3230 Epoch 1/2... Discriminator Loss: 1.0383... Generator Loss: 0.8250 Epoch 1/2... Discriminator Loss: 1.1463... Generator Loss: 0.7086 Epoch 1/2... Discriminator Loss: 0.9610... Generator Loss: 0.7476 Epoch 1/2... Discriminator Loss: 1.1266... Generator Loss: 0.7143 Epoch 1/2... Discriminator Loss: 1.4095... Generator Loss: 0.8247 Epoch 1/2... Discriminator Loss: 0.8063... Generator Loss: 1.1401 Epoch 1/2... Discriminator Loss: 0.8748... Generator Loss: 0.7553
Epoch 1/2... Discriminator Loss: 1.1461... Generator Loss: 0.8509 Epoch 1/2... Discriminator Loss: 1.4895... Generator Loss: 0.5857 Epoch 1/2... Discriminator Loss: 1.0143... Generator Loss: 0.7498 Epoch 1/2... Discriminator Loss: 1.3693... Generator Loss: 0.8394 Epoch 1/2... Discriminator Loss: 0.7450... Generator Loss: 1.1790 Epoch 1/2... Discriminator Loss: 1.3530... Generator Loss: 0.4879 Epoch 1/2... Discriminator Loss: 0.8265... Generator Loss: 0.9748 Epoch 1/2... Discriminator Loss: 1.2350... Generator Loss: 0.5115 Epoch 1/2... Discriminator Loss: 1.0064... Generator Loss: 0.8270 Epoch 1/2... Discriminator Loss: 0.6144... Generator Loss: 1.4424
Epoch 1/2... Discriminator Loss: 1.0197... Generator Loss: 1.0023 Epoch 1/2... Discriminator Loss: 1.1516... Generator Loss: 0.8880 Epoch 1/2... Discriminator Loss: 1.0906... Generator Loss: 0.9291 Epoch 1/2... Discriminator Loss: 0.8979... Generator Loss: 0.8691 Epoch 1/2... Discriminator Loss: 0.8646... Generator Loss: 1.0109 Epoch 1/2... Discriminator Loss: 0.6740... Generator Loss: 1.2518 Epoch 1/2... Discriminator Loss: 1.2687... Generator Loss: 0.5615 Epoch 1/2... Discriminator Loss: 0.8887... Generator Loss: 1.2130 Epoch 1/2... Discriminator Loss: 1.0827... Generator Loss: 1.1103 Epoch 1/2... Discriminator Loss: 0.7301... Generator Loss: 1.1457
Epoch 1/2... Discriminator Loss: 1.2814... Generator Loss: 0.6664 Epoch 1/2... Discriminator Loss: 1.2302... Generator Loss: 0.6799 Epoch 1/2... Discriminator Loss: 1.8924... Generator Loss: 0.3138 Epoch 1/2... Discriminator Loss: 1.0141... Generator Loss: 1.0454 Epoch 1/2... Discriminator Loss: 0.9214... Generator Loss: 0.9066 Epoch 1/2... Discriminator Loss: 1.0655... Generator Loss: 0.7932 Epoch 1/2... Discriminator Loss: 1.5457... Generator Loss: 0.4576 Epoch 1/2... Discriminator Loss: 1.1138... Generator Loss: 0.6596 Epoch 1/2... Discriminator Loss: 1.3448... Generator Loss: 0.5652 Epoch 1/2... Discriminator Loss: 1.3276... Generator Loss: 0.4426
Epoch 1/2... Discriminator Loss: 1.0030... Generator Loss: 0.8303 Epoch 1/2... Discriminator Loss: 0.9599... Generator Loss: 0.8583 Epoch 1/2... Discriminator Loss: 1.4983... Generator Loss: 0.5003 Epoch 1/2... Discriminator Loss: 1.0755... Generator Loss: 0.8335 Epoch 1/2... Discriminator Loss: 0.8564... Generator Loss: 0.9662 Epoch 1/2... Discriminator Loss: 1.1114... Generator Loss: 0.6354 Epoch 1/2... Discriminator Loss: 0.5599... Generator Loss: 1.1049 Epoch 1/2... Discriminator Loss: 0.9487... Generator Loss: 0.9233 Epoch 1/2... Discriminator Loss: 1.2544... Generator Loss: 0.5238 Epoch 1/2... Discriminator Loss: 0.6261... Generator Loss: 1.2398
Epoch 1/2... Discriminator Loss: 1.1728... Generator Loss: 1.2339 Epoch 1/2... Discriminator Loss: 1.2826... Generator Loss: 0.6750 Epoch 1/2... Discriminator Loss: 1.5677... Generator Loss: 0.5218 Epoch 1/2... Discriminator Loss: 0.9828... Generator Loss: 0.8259 Epoch 1/2... Discriminator Loss: 0.9205... Generator Loss: 0.8063 Epoch 1/2... Discriminator Loss: 1.2109... Generator Loss: 0.7633 Epoch 1/2... Discriminator Loss: 0.8926... Generator Loss: 1.1037 Epoch 1/2... Discriminator Loss: 1.4325... Generator Loss: 0.7661 Epoch 1/2... Discriminator Loss: 0.8053... Generator Loss: 1.1705 Epoch 1/2... Discriminator Loss: 0.8065... Generator Loss: 1.1910
Epoch 1/2... Discriminator Loss: 1.3346... Generator Loss: 0.5491 Epoch 1/2... Discriminator Loss: 1.0672... Generator Loss: 1.0335 Epoch 1/2... Discriminator Loss: 1.3302... Generator Loss: 0.7959 Epoch 1/2... Discriminator Loss: 0.8036... Generator Loss: 1.1695 Epoch 1/2... Discriminator Loss: 1.0540... Generator Loss: 0.7758 Epoch 1/2... Discriminator Loss: 1.3446... Generator Loss: 0.5681 Epoch 1/2... Discriminator Loss: 1.2092... Generator Loss: 0.6057 Epoch 1/2... Discriminator Loss: 1.0806... Generator Loss: 0.8375 Epoch 1/2... Discriminator Loss: 1.0828... Generator Loss: 0.7188 Epoch 1/2... Discriminator Loss: 0.9112... Generator Loss: 1.1578
Epoch 1/2... Discriminator Loss: 0.7193... Generator Loss: 1.1409 Epoch 1/2... Discriminator Loss: 0.7550... Generator Loss: 0.9795 Epoch 1/2... Discriminator Loss: 1.1089... Generator Loss: 0.5219 Epoch 1/2... Discriminator Loss: 0.8234... Generator Loss: 1.0289 Epoch 1/2... Discriminator Loss: 1.0107... Generator Loss: 0.8400 Epoch 1/2... Discriminator Loss: 1.4505... Generator Loss: 0.5639 Epoch 1/2... Discriminator Loss: 1.3967... Generator Loss: 0.4353 Epoch 1/2... Discriminator Loss: 1.1020... Generator Loss: 0.6515 Epoch 1/2... Discriminator Loss: 1.4706... Generator Loss: 0.5200 Epoch 1/2... Discriminator Loss: 0.9840... Generator Loss: 0.7826
Epoch 1/2... Discriminator Loss: 1.1664... Generator Loss: 0.5979 Epoch 1/2... Discriminator Loss: 1.1141... Generator Loss: 0.7543 Epoch 1/2... Discriminator Loss: 1.3853... Generator Loss: 0.6129 Epoch 1/2... Discriminator Loss: 1.1596... Generator Loss: 0.8593 Epoch 1/2... Discriminator Loss: 1.0946... Generator Loss: 0.8117 Epoch 1/2... Discriminator Loss: 0.9733... Generator Loss: 0.6988 Epoch 1/2... Discriminator Loss: 0.9727... Generator Loss: 1.1822 Epoch 1/2... Discriminator Loss: 1.1057... Generator Loss: 1.1419 Epoch 1/2... Discriminator Loss: 1.2888... Generator Loss: 0.9008 Epoch 1/2... Discriminator Loss: 0.8096... Generator Loss: 1.1641
Epoch 1/2... Discriminator Loss: 1.3868... Generator Loss: 0.4795 Epoch 1/2... Discriminator Loss: 1.0109... Generator Loss: 1.1834 Epoch 1/2... Discriminator Loss: 0.8444... Generator Loss: 1.1277 Epoch 1/2... Discriminator Loss: 1.2302... Generator Loss: 0.6115 Epoch 1/2... Discriminator Loss: 1.5302... Generator Loss: 0.5229 Epoch 1/2... Discriminator Loss: 0.7016... Generator Loss: 1.5479 Epoch 1/2... Discriminator Loss: 1.1176... Generator Loss: 1.0247 Epoch 1/2... Discriminator Loss: 1.1793... Generator Loss: 0.5980 Epoch 1/2... Discriminator Loss: 1.1982... Generator Loss: 0.8798 Epoch 1/2... Discriminator Loss: 1.0159... Generator Loss: 0.9711
Epoch 1/2... Discriminator Loss: 1.6750... Generator Loss: 0.4787 Epoch 1/2... Discriminator Loss: 0.9954... Generator Loss: 0.8915 Epoch 1/2... Discriminator Loss: 1.1843... Generator Loss: 0.7262 Epoch 1/2... Discriminator Loss: 0.8867... Generator Loss: 0.9029 Epoch 1/2... Discriminator Loss: 0.9124... Generator Loss: 1.3812 Epoch 1/2... Discriminator Loss: 1.1696... Generator Loss: 0.6188 Epoch 1/2... Discriminator Loss: 1.1335... Generator Loss: 1.0171 Epoch 1/2... Discriminator Loss: 1.0863... Generator Loss: 0.7816 Epoch 1/2... Discriminator Loss: 1.1026... Generator Loss: 0.6676 Epoch 1/2... Discriminator Loss: 1.5987... Generator Loss: 0.5141
Epoch 1/2... Discriminator Loss: 1.0040... Generator Loss: 0.8153 Epoch 1/2... Discriminator Loss: 0.7502... Generator Loss: 1.1867 Epoch 1/2... Discriminator Loss: 0.7869... Generator Loss: 1.5868 Epoch 1/2... Discriminator Loss: 1.1501... Generator Loss: 0.8183 Epoch 1/2... Discriminator Loss: 0.9126... Generator Loss: 0.9025 Epoch 1/2... Discriminator Loss: 0.6965... Generator Loss: 1.2115 Epoch 1/2... Discriminator Loss: 1.0339... Generator Loss: 0.9220 Epoch 1/2... Discriminator Loss: 1.1107... Generator Loss: 0.7025 Epoch 1/2... Discriminator Loss: 0.8884... Generator Loss: 1.0944 Epoch 1/2... Discriminator Loss: 1.0834... Generator Loss: 0.8606
Epoch 1/2... Discriminator Loss: 0.7242... Generator Loss: 1.2240 Epoch 1/2... Discriminator Loss: 0.8142... Generator Loss: 1.0772 Epoch 1/2... Discriminator Loss: 1.4332... Generator Loss: 0.5345 Epoch 1/2... Discriminator Loss: 0.9964... Generator Loss: 0.8297 Epoch 1/2... Discriminator Loss: 0.9537... Generator Loss: 0.7502 Epoch 1/2... Discriminator Loss: 0.9130... Generator Loss: 1.1425 Epoch 1/2... Discriminator Loss: 1.3591... Generator Loss: 0.5181 Epoch 1/2... Discriminator Loss: 0.7218... Generator Loss: 1.2303 Epoch 1/2... Discriminator Loss: 1.0731... Generator Loss: 0.7569 Epoch 1/2... Discriminator Loss: 0.8703... Generator Loss: 1.1419
Epoch 2/2... Discriminator Loss: 0.9432... Generator Loss: 0.7675 Epoch 2/2... Discriminator Loss: 1.5761... Generator Loss: 0.4875 Epoch 2/2... Discriminator Loss: 1.0714... Generator Loss: 0.7523 Epoch 2/2... Discriminator Loss: 1.1759... Generator Loss: 0.5816 Epoch 2/2... Discriminator Loss: 0.8262... Generator Loss: 0.9303 Epoch 2/2... Discriminator Loss: 0.8875... Generator Loss: 0.8349 Epoch 2/2... Discriminator Loss: 1.1599... Generator Loss: 0.8928 Epoch 2/2... Discriminator Loss: 1.6302... Generator Loss: 0.4139 Epoch 2/2... Discriminator Loss: 0.8156... Generator Loss: 1.1291 Epoch 2/2... Discriminator Loss: 0.7584... Generator Loss: 1.1831
Epoch 2/2... Discriminator Loss: 1.0175... Generator Loss: 0.8290 Epoch 2/2... Discriminator Loss: 1.5831... Generator Loss: 0.4261 Epoch 2/2... Discriminator Loss: 1.0162... Generator Loss: 0.8479 Epoch 2/2... Discriminator Loss: 1.0221... Generator Loss: 0.7577 Epoch 2/2... Discriminator Loss: 1.1003... Generator Loss: 0.7360 Epoch 2/2... Discriminator Loss: 1.3618... Generator Loss: 0.5084 Epoch 2/2... Discriminator Loss: 1.3085... Generator Loss: 0.7367 Epoch 2/2... Discriminator Loss: 1.3640... Generator Loss: 0.5265 Epoch 2/2... Discriminator Loss: 0.9038... Generator Loss: 1.0685 Epoch 2/2... Discriminator Loss: 1.4291... Generator Loss: 0.4175 Epoch 2/2... Discriminator Loss: 0.7167... Generator Loss: 1.2126 Epoch 2/2... Discriminator Loss: 0.9362... Generator Loss: 1.0198 Epoch 2/2... Discriminator Loss: 1.3988... Generator Loss: 0.4858 Epoch 2/2... Discriminator Loss: 0.9032... Generator Loss: 0.7184
Epoch 2/2... Discriminator Loss: 0.9230... Generator Loss: 1.1450 Epoch 2/2... Discriminator Loss: 0.8012... Generator Loss: 1.1091 Epoch 2/2... Discriminator Loss: 1.3770... Generator Loss: 0.4161 Epoch 2/2... Discriminator Loss: 1.0644... Generator Loss: 0.7055 Epoch 2/2... Discriminator Loss: 0.9902... Generator Loss: 0.8344 Epoch 2/2... Discriminator Loss: 0.8776... Generator Loss: 1.1244 Epoch 2/2... Discriminator Loss: 1.3687... Generator Loss: 0.7294 Epoch 2/2... Discriminator Loss: 1.4082... Generator Loss: 0.6398 Epoch 2/2... Discriminator Loss: 0.7380... Generator Loss: 0.9963 Epoch 2/2... Discriminator Loss: 1.2461... Generator Loss: 0.7036
Epoch 2/2... Discriminator Loss: 1.3322... Generator Loss: 0.6687 Epoch 2/2... Discriminator Loss: 0.6353... Generator Loss: 1.2452 Epoch 2/2... Discriminator Loss: 0.8838... Generator Loss: 0.8719 Epoch 2/2... Discriminator Loss: 1.4200... Generator Loss: 0.5473 Epoch 2/2... Discriminator Loss: 0.8595... Generator Loss: 0.9961 Epoch 2/2... Discriminator Loss: 0.6885... Generator Loss: 1.3102 Epoch 2/2... Discriminator Loss: 0.8228... Generator Loss: 0.9639 Epoch 2/2... Discriminator Loss: 1.3591... Generator Loss: 0.6340 Epoch 2/2... Discriminator Loss: 0.9332... Generator Loss: 0.9084 Epoch 2/2... Discriminator Loss: 1.2799... Generator Loss: 0.5450
Epoch 2/2... Discriminator Loss: 1.2320... Generator Loss: 0.5310 Epoch 2/2... Discriminator Loss: 0.9723... Generator Loss: 0.8891 Epoch 2/2... Discriminator Loss: 0.7903... Generator Loss: 1.2202 Epoch 2/2... Discriminator Loss: 1.3875... Generator Loss: 0.6550 Epoch 2/2... Discriminator Loss: 0.8538... Generator Loss: 0.8453 Epoch 2/2... Discriminator Loss: 0.4385... Generator Loss: 1.5567 Epoch 2/2... Discriminator Loss: 1.1105... Generator Loss: 0.7067 Epoch 2/2... Discriminator Loss: 1.0844... Generator Loss: 0.6451 Epoch 2/2... Discriminator Loss: 1.3798... Generator Loss: 0.5811 Epoch 2/2... Discriminator Loss: 0.9955... Generator Loss: 0.8442
Epoch 2/2... Discriminator Loss: 2.1951... Generator Loss: 0.2121 Epoch 2/2... Discriminator Loss: 0.9224... Generator Loss: 0.8714 Epoch 2/2... Discriminator Loss: 0.8451... Generator Loss: 1.0505 Epoch 2/2... Discriminator Loss: 0.6926... Generator Loss: 1.3928 Epoch 2/2... Discriminator Loss: 1.0999... Generator Loss: 0.8080 Epoch 2/2... Discriminator Loss: 0.7491... Generator Loss: 0.9736 Epoch 2/2... Discriminator Loss: 0.8768... Generator Loss: 0.8704 Epoch 2/2... Discriminator Loss: 1.2938... Generator Loss: 0.7680 Epoch 2/2... Discriminator Loss: 1.1291... Generator Loss: 0.7874 Epoch 2/2... Discriminator Loss: 1.3988... Generator Loss: 0.4206
Epoch 2/2... Discriminator Loss: 0.8745... Generator Loss: 0.9374 Epoch 2/2... Discriminator Loss: 0.7864... Generator Loss: 1.3207 Epoch 2/2... Discriminator Loss: 1.0763... Generator Loss: 0.8935 Epoch 2/2... Discriminator Loss: 1.0920... Generator Loss: 1.0506 Epoch 2/2... Discriminator Loss: 0.6742... Generator Loss: 1.4160 Epoch 2/2... Discriminator Loss: 0.8538... Generator Loss: 0.9538 Epoch 2/2... Discriminator Loss: 0.8579... Generator Loss: 0.8605 Epoch 2/2... Discriminator Loss: 1.1135... Generator Loss: 0.6566 Epoch 2/2... Discriminator Loss: 0.8830... Generator Loss: 1.1744 Epoch 2/2... Discriminator Loss: 0.8670... Generator Loss: 0.8223
Epoch 2/2... Discriminator Loss: 1.1398... Generator Loss: 0.8156 Epoch 2/2... Discriminator Loss: 0.8594... Generator Loss: 1.3023 Epoch 2/2... Discriminator Loss: 0.8900... Generator Loss: 0.9351 Epoch 2/2... Discriminator Loss: 0.4768... Generator Loss: 1.4527 Epoch 2/2... Discriminator Loss: 1.1839... Generator Loss: 0.6735 Epoch 2/2... Discriminator Loss: 1.3345... Generator Loss: 0.7493 Epoch 2/2... Discriminator Loss: 0.9544... Generator Loss: 0.8992 Epoch 2/2... Discriminator Loss: 0.8672... Generator Loss: 1.2752 Epoch 2/2... Discriminator Loss: 1.4553... Generator Loss: 0.4925 Epoch 2/2... Discriminator Loss: 0.5132... Generator Loss: 1.5129
Epoch 2/2... Discriminator Loss: 0.9104... Generator Loss: 0.9952 Epoch 2/2... Discriminator Loss: 1.2799... Generator Loss: 0.5793 Epoch 2/2... Discriminator Loss: 1.1939... Generator Loss: 0.6158 Epoch 2/2... Discriminator Loss: 1.4446... Generator Loss: 0.3888 Epoch 2/2... Discriminator Loss: 1.1023... Generator Loss: 0.8670 Epoch 2/2... Discriminator Loss: 0.7904... Generator Loss: 1.0064 Epoch 2/2... Discriminator Loss: 0.8641... Generator Loss: 0.8556 Epoch 2/2... Discriminator Loss: 1.4589... Generator Loss: 0.5301 Epoch 2/2... Discriminator Loss: 1.4853... Generator Loss: 0.4880 Epoch 2/2... Discriminator Loss: 1.1445... Generator Loss: 0.6864
Epoch 2/2... Discriminator Loss: 1.1055... Generator Loss: 0.6573 Epoch 2/2... Discriminator Loss: 1.1411... Generator Loss: 0.7880 Epoch 2/2... Discriminator Loss: 1.2467... Generator Loss: 0.5723 Epoch 2/2... Discriminator Loss: 1.4167... Generator Loss: 0.6715 Epoch 2/2... Discriminator Loss: 0.9236... Generator Loss: 1.0394 Epoch 2/2... Discriminator Loss: 1.1260... Generator Loss: 0.8517 Epoch 2/2... Discriminator Loss: 1.2805... Generator Loss: 0.6519 Epoch 2/2... Discriminator Loss: 1.4313... Generator Loss: 0.8475 Epoch 2/2... Discriminator Loss: 1.0240... Generator Loss: 0.7550 Epoch 2/2... Discriminator Loss: 1.3993... Generator Loss: 0.5840
Epoch 2/2... Discriminator Loss: 0.9648... Generator Loss: 0.9787 Epoch 2/2... Discriminator Loss: 1.0108... Generator Loss: 0.8596 Epoch 2/2... Discriminator Loss: 0.8346... Generator Loss: 1.2009 Epoch 2/2... Discriminator Loss: 0.8512... Generator Loss: 1.0666 Epoch 2/2... Discriminator Loss: 1.0976... Generator Loss: 0.7537 Epoch 2/2... Discriminator Loss: 0.8678... Generator Loss: 1.1569 Epoch 2/2... Discriminator Loss: 1.1086... Generator Loss: 0.7599 Epoch 2/2... Discriminator Loss: 1.3470... Generator Loss: 0.5788 Epoch 2/2... Discriminator Loss: 1.5164... Generator Loss: 0.4519 Epoch 2/2... Discriminator Loss: 0.8288... Generator Loss: 0.7935
Epoch 2/2... Discriminator Loss: 0.5168... Generator Loss: 1.3578 Epoch 2/2... Discriminator Loss: 0.7550... Generator Loss: 1.0368 Epoch 2/2... Discriminator Loss: 0.6388... Generator Loss: 1.4602 Epoch 2/2... Discriminator Loss: 0.7308... Generator Loss: 1.3536 Epoch 2/2... Discriminator Loss: 0.9631... Generator Loss: 0.8812 Epoch 2/2... Discriminator Loss: 1.3905... Generator Loss: 0.6356 Epoch 2/2... Discriminator Loss: 1.3116... Generator Loss: 0.5395 Epoch 2/2... Discriminator Loss: 1.8152... Generator Loss: 0.3063 Epoch 2/2... Discriminator Loss: 0.9890... Generator Loss: 0.8110 Epoch 2/2... Discriminator Loss: 1.1866... Generator Loss: 0.6972
Epoch 2/2... Discriminator Loss: 1.0173... Generator Loss: 0.8576 Epoch 2/2... Discriminator Loss: 1.0488... Generator Loss: 0.7659 Epoch 2/2... Discriminator Loss: 1.2201... Generator Loss: 0.6622 Epoch 2/2... Discriminator Loss: 0.6976... Generator Loss: 1.1573 Epoch 2/2... Discriminator Loss: 0.9498... Generator Loss: 1.0061 Epoch 2/2... Discriminator Loss: 0.9149... Generator Loss: 0.8198 Epoch 2/2... Discriminator Loss: 1.1047... Generator Loss: 0.6400 Epoch 2/2... Discriminator Loss: 1.2225... Generator Loss: 0.5380 Epoch 2/2... Discriminator Loss: 0.7985... Generator Loss: 1.1470 Epoch 2/2... Discriminator Loss: 1.1068... Generator Loss: 0.9454
Epoch 2/2... Discriminator Loss: 1.3243... Generator Loss: 0.5977 Epoch 2/2... Discriminator Loss: 0.8923... Generator Loss: 0.8497 Epoch 2/2... Discriminator Loss: 1.3817... Generator Loss: 0.5073 Epoch 2/2... Discriminator Loss: 0.9358... Generator Loss: 1.2415 Epoch 2/2... Discriminator Loss: 1.1999... Generator Loss: 0.6689 Epoch 2/2... Discriminator Loss: 0.9557... Generator Loss: 0.7485 Epoch 2/2... Discriminator Loss: 1.0578... Generator Loss: 0.7133 Epoch 2/2... Discriminator Loss: 1.3137... Generator Loss: 0.4844 Epoch 2/2... Discriminator Loss: 0.7523... Generator Loss: 1.3937 Epoch 2/2... Discriminator Loss: 1.6023... Generator Loss: 0.4014
Epoch 2/2... Discriminator Loss: 0.8870... Generator Loss: 1.0519 Epoch 2/2... Discriminator Loss: 1.1808... Generator Loss: 0.6685 Epoch 2/2... Discriminator Loss: 1.2606... Generator Loss: 0.6677 Epoch 2/2... Discriminator Loss: 1.1334... Generator Loss: 0.7714 Epoch 2/2... Discriminator Loss: 1.4854... Generator Loss: 0.4072 Epoch 2/2... Discriminator Loss: 0.7546... Generator Loss: 1.0078 Epoch 2/2... Discriminator Loss: 0.9659... Generator Loss: 0.8918 Epoch 2/2... Discriminator Loss: 1.0212... Generator Loss: 1.0318 Epoch 2/2... Discriminator Loss: 1.4300... Generator Loss: 0.5123 Epoch 2/2... Discriminator Loss: 1.0701... Generator Loss: 0.9270
Epoch 2/2... Discriminator Loss: 1.2792... Generator Loss: 0.4434 Epoch 2/2... Discriminator Loss: 0.9270... Generator Loss: 0.9435 Epoch 2/2... Discriminator Loss: 0.6491... Generator Loss: 1.3164 Epoch 2/2... Discriminator Loss: 1.0241... Generator Loss: 0.9838 Epoch 2/2... Discriminator Loss: 0.8470... Generator Loss: 0.8572 Epoch 2/2... Discriminator Loss: 1.0493... Generator Loss: 0.7380 Epoch 2/2... Discriminator Loss: 0.7316... Generator Loss: 0.9367 Epoch 2/2... Discriminator Loss: 0.8461... Generator Loss: 1.0327 Epoch 2/2... Discriminator Loss: 0.8624... Generator Loss: 1.0313 Epoch 2/2... Discriminator Loss: 0.8805... Generator Loss: 1.0709
Epoch 2/2... Discriminator Loss: 1.2015... Generator Loss: 0.8429 Epoch 2/2... Discriminator Loss: 1.0411... Generator Loss: 0.7122 Epoch 2/2... Discriminator Loss: 0.6349... Generator Loss: 1.4742 Epoch 2/2... Discriminator Loss: 1.1528... Generator Loss: 1.0820 Epoch 2/2... Discriminator Loss: 0.7423... Generator Loss: 1.2283 Epoch 2/2... Discriminator Loss: 0.6996... Generator Loss: 1.3229 Epoch 2/2... Discriminator Loss: 0.9258... Generator Loss: 0.9099 Epoch 2/2... Discriminator Loss: 0.6269... Generator Loss: 1.1193 Epoch 2/2... Discriminator Loss: 1.4183... Generator Loss: 0.5365 Epoch 2/2... Discriminator Loss: 1.0810... Generator Loss: 0.8042
Epoch 2/2... Discriminator Loss: 1.1845... Generator Loss: 0.7000 Epoch 2/2... Discriminator Loss: 0.8561... Generator Loss: 0.9383 Epoch 2/2... Discriminator Loss: 0.8260... Generator Loss: 0.9384 Epoch 2/2... Discriminator Loss: 0.9383... Generator Loss: 0.8782 Epoch 2/2... Discriminator Loss: 1.1337... Generator Loss: 0.7116 Epoch 2/2... Discriminator Loss: 0.9613... Generator Loss: 1.0299 Epoch 2/2... Discriminator Loss: 1.1175... Generator Loss: 0.6485 Epoch 2/2... Discriminator Loss: 1.1863... Generator Loss: 0.7205 Epoch 2/2... Discriminator Loss: 0.9482... Generator Loss: 0.8021 Epoch 2/2... Discriminator Loss: 1.3225... Generator Loss: 0.5245
Epoch 2/2... Discriminator Loss: 1.3770... Generator Loss: 0.7494 Epoch 2/2... Discriminator Loss: 1.3112... Generator Loss: 0.5733 Epoch 2/2... Discriminator Loss: 1.0131... Generator Loss: 0.9140 Epoch 2/2... Discriminator Loss: 0.9262... Generator Loss: 1.1971 Epoch 2/2... Discriminator Loss: 1.6151... Generator Loss: 0.5112 Epoch 2/2... Discriminator Loss: 1.5552... Generator Loss: 0.4936 Epoch 2/2... Discriminator Loss: 1.1625... Generator Loss: 0.7063 Epoch 2/2... Discriminator Loss: 1.0531... Generator Loss: 0.8720 Epoch 2/2... Discriminator Loss: 1.4267... Generator Loss: 0.6868 Epoch 2/2... Discriminator Loss: 1.0651... Generator Loss: 0.8187
Epoch 2/2... Discriminator Loss: 0.8136... Generator Loss: 0.9234 Epoch 2/2... Discriminator Loss: 1.2456... Generator Loss: 0.6786 Epoch 2/2... Discriminator Loss: 1.2023... Generator Loss: 0.5576 Epoch 2/2... Discriminator Loss: 0.6946... Generator Loss: 0.9858 Epoch 2/2... Discriminator Loss: 0.8000... Generator Loss: 1.1011 Epoch 2/2... Discriminator Loss: 1.2176... Generator Loss: 0.6940 Epoch 2/2... Discriminator Loss: 1.0898... Generator Loss: 0.7961 Epoch 2/2... Discriminator Loss: 1.3316... Generator Loss: 0.5829 Epoch 2/2... Discriminator Loss: 0.8454... Generator Loss: 1.1001 Epoch 2/2... Discriminator Loss: 1.0756... Generator Loss: 0.8599
Epoch 2/2... Discriminator Loss: 1.3008... Generator Loss: 0.6755 Epoch 2/2... Discriminator Loss: 1.2390... Generator Loss: 0.6767 Epoch 2/2... Discriminator Loss: 1.0552... Generator Loss: 0.7935 Epoch 2/2... Discriminator Loss: 1.1938... Generator Loss: 0.9751 Epoch 2/2... Discriminator Loss: 1.0035... Generator Loss: 1.0549 Epoch 2/2... Discriminator Loss: 1.0091... Generator Loss: 0.8414 Epoch 2/2... Discriminator Loss: 1.1378... Generator Loss: 0.7547 Epoch 2/2... Discriminator Loss: 0.8602... Generator Loss: 1.1143 Epoch 2/2... Discriminator Loss: 1.3348... Generator Loss: 0.6559 Epoch 2/2... Discriminator Loss: 1.1117... Generator Loss: 0.8914
Epoch 2/2... Discriminator Loss: 1.2841... Generator Loss: 0.5968 Epoch 2/2... Discriminator Loss: 0.7654... Generator Loss: 1.0942 Epoch 2/2... Discriminator Loss: 0.6287... Generator Loss: 1.2785 Epoch 2/2... Discriminator Loss: 0.7433... Generator Loss: 1.1278 Epoch 2/2... Discriminator Loss: 1.2469... Generator Loss: 0.5849 Epoch 2/2... Discriminator Loss: 1.0193... Generator Loss: 0.9453 Epoch 2/2... Discriminator Loss: 0.5942... Generator Loss: 1.4450 Epoch 2/2... Discriminator Loss: 1.4980... Generator Loss: 0.5845 Epoch 2/2... Discriminator Loss: 0.9939... Generator Loss: 1.2849 Epoch 2/2... Discriminator Loss: 1.1461... Generator Loss: 0.8224
Epoch 2/2... Discriminator Loss: 1.4002... Generator Loss: 0.5906 Epoch 2/2... Discriminator Loss: 1.1593... Generator Loss: 0.6150 Epoch 2/2... Discriminator Loss: 1.1646... Generator Loss: 0.6242 Epoch 2/2... Discriminator Loss: 0.8473... Generator Loss: 0.8348 Epoch 2/2... Discriminator Loss: 0.7841... Generator Loss: 0.9623 Epoch 2/2... Discriminator Loss: 0.8375... Generator Loss: 1.0531 Epoch 2/2... Discriminator Loss: 1.2399... Generator Loss: 0.8240 Epoch 2/2... Discriminator Loss: 0.5469... Generator Loss: 1.5330 Epoch 2/2... Discriminator Loss: 1.3582... Generator Loss: 0.6355 Epoch 2/2... Discriminator Loss: 1.0036... Generator Loss: 0.7883
Epoch 2/2... Discriminator Loss: 0.8542... Generator Loss: 1.2481 Epoch 2/2... Discriminator Loss: 0.8309... Generator Loss: 1.1385 Epoch 2/2... Discriminator Loss: 0.8813... Generator Loss: 0.9484 Epoch 2/2... Discriminator Loss: 0.7498... Generator Loss: 1.2591 Epoch 2/2... Discriminator Loss: 0.8065... Generator Loss: 0.9093 Epoch 2/2... Discriminator Loss: 0.8970... Generator Loss: 1.0196 Epoch 2/2... Discriminator Loss: 1.0273... Generator Loss: 0.6173 Epoch 2/2... Discriminator Loss: 1.3942... Generator Loss: 0.5798 Epoch 2/2... Discriminator Loss: 1.4519... Generator Loss: 0.5012 Epoch 2/2... Discriminator Loss: 2.0459... Generator Loss: 0.3726
Epoch 2/2... Discriminator Loss: 1.0545... Generator Loss: 0.7379 Epoch 2/2... Discriminator Loss: 1.2822... Generator Loss: 0.5624 Epoch 2/2... Discriminator Loss: 1.1069... Generator Loss: 0.7283 Epoch 2/2... Discriminator Loss: 1.2130... Generator Loss: 0.6142 Epoch 2/2... Discriminator Loss: 1.7919... Generator Loss: 0.3903 Epoch 2/2... Discriminator Loss: 1.2101... Generator Loss: 0.8508 Epoch 2/2... Discriminator Loss: 0.9346... Generator Loss: 1.1955 Epoch 2/2... Discriminator Loss: 1.1040... Generator Loss: 0.9050 Epoch 2/2... Discriminator Loss: 0.7717... Generator Loss: 1.1250 Epoch 2/2... Discriminator Loss: 1.1049... Generator Loss: 0.7655
Epoch 2/2... Discriminator Loss: 1.0154... Generator Loss: 0.6849 Epoch 2/2... Discriminator Loss: 1.4330... Generator Loss: 0.4738 Epoch 2/2... Discriminator Loss: 1.1226... Generator Loss: 0.7448 Epoch 2/2... Discriminator Loss: 0.9837... Generator Loss: 1.0206 Epoch 2/2... Discriminator Loss: 1.5826... Generator Loss: 0.6540 Epoch 2/2... Discriminator Loss: 1.5468... Generator Loss: 0.4151 Epoch 2/2... Discriminator Loss: 0.8807... Generator Loss: 0.9422 Epoch 2/2... Discriminator Loss: 0.9470... Generator Loss: 1.0134 Epoch 2/2... Discriminator Loss: 1.4983... Generator Loss: 0.5150 Epoch 2/2... Discriminator Loss: 1.2677... Generator Loss: 0.5866
Epoch 2/2... Discriminator Loss: 1.0103... Generator Loss: 1.0710 Epoch 2/2... Discriminator Loss: 0.9598... Generator Loss: 1.1324 Epoch 2/2... Discriminator Loss: 0.7809... Generator Loss: 1.2914 Epoch 2/2... Discriminator Loss: 1.1717... Generator Loss: 0.6902 Epoch 2/2... Discriminator Loss: 0.7371... Generator Loss: 1.3676 Epoch 2/2... Discriminator Loss: 0.6823... Generator Loss: 1.2954 Epoch 2/2... Discriminator Loss: 1.6280... Generator Loss: 0.5516 Epoch 2/2... Discriminator Loss: 0.6854... Generator Loss: 1.0734 Epoch 2/2... Discriminator Loss: 0.8764... Generator Loss: 0.9786 Epoch 2/2... Discriminator Loss: 0.9690... Generator Loss: 0.8701
Epoch 2/2... Discriminator Loss: 1.0339... Generator Loss: 0.8810 Epoch 2/2... Discriminator Loss: 0.7087... Generator Loss: 1.4069 Epoch 2/2... Discriminator Loss: 0.9589... Generator Loss: 0.9426 Epoch 2/2... Discriminator Loss: 1.0762... Generator Loss: 0.9911 Epoch 2/2... Discriminator Loss: 1.0004... Generator Loss: 0.7927 Epoch 2/2... Discriminator Loss: 1.2091... Generator Loss: 0.6980 Epoch 2/2... Discriminator Loss: 0.7543... Generator Loss: 1.3388 Epoch 2/2... Discriminator Loss: 0.9875... Generator Loss: 0.8102 Epoch 2/2... Discriminator Loss: 1.5093... Generator Loss: 0.5163 Epoch 2/2... Discriminator Loss: 1.1042... Generator Loss: 0.6345
Epoch 2/2... Discriminator Loss: 0.8640... Generator Loss: 1.0183 Epoch 2/2... Discriminator Loss: 0.5833... Generator Loss: 1.4157 Epoch 2/2... Discriminator Loss: 1.1446... Generator Loss: 0.8316 Epoch 2/2... Discriminator Loss: 1.1404... Generator Loss: 0.6763 Epoch 2/2... Discriminator Loss: 1.1841... Generator Loss: 0.7369 Epoch 2/2... Discriminator Loss: 1.4366... Generator Loss: 0.4924 Epoch 2/2... Discriminator Loss: 1.1890... Generator Loss: 0.5767 Epoch 2/2... Discriminator Loss: 1.3212... Generator Loss: 0.7817 Epoch 2/2... Discriminator Loss: 1.2367... Generator Loss: 1.3100 Epoch 2/2... Discriminator Loss: 1.0683... Generator Loss: 0.7741
Epoch 2/2... Discriminator Loss: 1.2131... Generator Loss: 0.8084 Epoch 2/2... Discriminator Loss: 0.9172... Generator Loss: 0.9904 Epoch 2/2... Discriminator Loss: 1.1570... Generator Loss: 0.8829 Epoch 2/2... Discriminator Loss: 0.5740... Generator Loss: 1.3955 Epoch 2/2... Discriminator Loss: 1.3246... Generator Loss: 0.6418 Epoch 2/2... Discriminator Loss: 0.9890... Generator Loss: 0.7095 Epoch 2/2... Discriminator Loss: 0.8918... Generator Loss: 1.0396 Epoch 2/2... Discriminator Loss: 1.6425... Generator Loss: 0.4477 Epoch 2/2... Discriminator Loss: 1.2054... Generator Loss: 0.7910 Epoch 2/2... Discriminator Loss: 1.5446... Generator Loss: 0.4118
Epoch 2/2... Discriminator Loss: 0.9879... Generator Loss: 0.6978 Epoch 2/2... Discriminator Loss: 1.3747... Generator Loss: 0.8316 Epoch 2/2... Discriminator Loss: 0.8650... Generator Loss: 0.9291 Epoch 2/2... Discriminator Loss: 1.2669... Generator Loss: 0.5970 Epoch 2/2... Discriminator Loss: 0.9260... Generator Loss: 0.9496 Epoch 2/2... Discriminator Loss: 0.8346... Generator Loss: 0.9327 Epoch 2/2... Discriminator Loss: 1.1828... Generator Loss: 0.6131 Epoch 2/2... Discriminator Loss: 1.1610... Generator Loss: 0.6158 Epoch 2/2... Discriminator Loss: 0.5673... Generator Loss: 1.7590 Epoch 2/2... Discriminator Loss: 0.7437... Generator Loss: 1.0666
Epoch 2/2... Discriminator Loss: 1.0398... Generator Loss: 0.8088 Epoch 2/2... Discriminator Loss: 0.8120... Generator Loss: 1.2696 Epoch 2/2... Discriminator Loss: 0.9132... Generator Loss: 0.9557 Epoch 2/2... Discriminator Loss: 1.2221... Generator Loss: 1.1291 Epoch 2/2... Discriminator Loss: 0.4940... Generator Loss: 1.4779 Epoch 2/2... Discriminator Loss: 0.9433... Generator Loss: 1.0605 Epoch 2/2... Discriminator Loss: 1.0094... Generator Loss: 0.8056 Epoch 2/2... Discriminator Loss: 1.0738... Generator Loss: 1.2474 Epoch 2/2... Discriminator Loss: 0.8212... Generator Loss: 1.1989 Epoch 2/2... Discriminator Loss: 0.6150... Generator Loss: 1.4022
Epoch 2/2... Discriminator Loss: 1.0566... Generator Loss: 0.6992 Epoch 2/2... Discriminator Loss: 0.7915... Generator Loss: 1.0985 Epoch 2/2... Discriminator Loss: 0.9067... Generator Loss: 1.1150 Epoch 2/2... Discriminator Loss: 0.9166... Generator Loss: 1.0059 Epoch 2/2... Discriminator Loss: 0.8289... Generator Loss: 1.3028 Epoch 2/2... Discriminator Loss: 1.5043... Generator Loss: 0.5215 Epoch 2/2... Discriminator Loss: 0.9191... Generator Loss: 0.8768 Epoch 2/2... Discriminator Loss: 1.4946... Generator Loss: 0.5748 Epoch 2/2... Discriminator Loss: 1.4384... Generator Loss: 0.6195 Epoch 2/2... Discriminator Loss: 1.1106... Generator Loss: 0.7648
Epoch 2/2... Discriminator Loss: 1.2839... Generator Loss: 0.5413 Epoch 2/2... Discriminator Loss: 1.1730... Generator Loss: 0.7104 Epoch 2/2... Discriminator Loss: 1.1512... Generator Loss: 0.7445 Epoch 2/2... Discriminator Loss: 0.9317... Generator Loss: 0.9005 Epoch 2/2... Discriminator Loss: 1.4596... Generator Loss: 0.4833 Epoch 2/2... Discriminator Loss: 1.2599... Generator Loss: 0.5824 Epoch 2/2... Discriminator Loss: 0.7445... Generator Loss: 1.1640 Epoch 2/2... Discriminator Loss: 0.8591... Generator Loss: 0.8991 Epoch 2/2... Discriminator Loss: 1.9606... Generator Loss: 0.4586 Epoch 2/2... Discriminator Loss: 1.2000... Generator Loss: 0.9065
Epoch 2/2... Discriminator Loss: 1.1285... Generator Loss: 0.5571 Epoch 2/2... Discriminator Loss: 1.2141... Generator Loss: 0.7443 Epoch 2/2... Discriminator Loss: 0.8229... Generator Loss: 0.9764 Epoch 2/2... Discriminator Loss: 0.5791... Generator Loss: 1.3097 Epoch 2/2... Discriminator Loss: 1.0563... Generator Loss: 0.7627 Epoch 2/2... Discriminator Loss: 0.9566... Generator Loss: 0.7947 Epoch 2/2... Discriminator Loss: 0.8441... Generator Loss: 0.9018 Epoch 2/2... Discriminator Loss: 0.6149... Generator Loss: 0.8780 Epoch 2/2... Discriminator Loss: 1.2956... Generator Loss: 0.5572 Epoch 2/2... Discriminator Loss: 0.5995... Generator Loss: 1.4612
Epoch 2/2... Discriminator Loss: 1.1756... Generator Loss: 0.9065 Epoch 2/2... Discriminator Loss: 1.1083... Generator Loss: 0.6638 Epoch 2/2... Discriminator Loss: 0.8496... Generator Loss: 1.0484 Epoch 2/2... Discriminator Loss: 1.0651... Generator Loss: 0.6982 Epoch 2/2... Discriminator Loss: 1.0877... Generator Loss: 0.7698 Epoch 2/2... Discriminator Loss: 1.2882... Generator Loss: 0.8219 Epoch 2/2... Discriminator Loss: 0.8805... Generator Loss: 0.9181 Epoch 2/2... Discriminator Loss: 0.7397... Generator Loss: 1.1527 Epoch 2/2... Discriminator Loss: 1.0298... Generator Loss: 0.8069 Epoch 2/2... Discriminator Loss: 1.0390... Generator Loss: 0.9012
Epoch 2/2... Discriminator Loss: 1.2028... Generator Loss: 0.9749 Epoch 2/2... Discriminator Loss: 1.2235... Generator Loss: 0.6217 Epoch 2/2... Discriminator Loss: 1.2310... Generator Loss: 0.8461 Epoch 2/2... Discriminator Loss: 1.2652... Generator Loss: 0.7513 Epoch 2/2... Discriminator Loss: 1.0952... Generator Loss: 0.6311 Epoch 2/2... Discriminator Loss: 0.6224... Generator Loss: 1.3104 Epoch 2/2... Discriminator Loss: 0.7738... Generator Loss: 1.1171 Epoch 2/2... Discriminator Loss: 0.9575... Generator Loss: 0.9353 Epoch 2/2... Discriminator Loss: 1.1881... Generator Loss: 0.6030 Epoch 2/2... Discriminator Loss: 1.0076... Generator Loss: 0.8697
Epoch 2/2... Discriminator Loss: 0.8122... Generator Loss: 0.8730 Epoch 2/2... Discriminator Loss: 1.2253... Generator Loss: 0.6284 Epoch 2/2... Discriminator Loss: 1.2918... Generator Loss: 0.6038 Epoch 2/2... Discriminator Loss: 1.2499... Generator Loss: 0.5052 Epoch 2/2... Discriminator Loss: 1.0604... Generator Loss: 0.6874 Epoch 2/2... Discriminator Loss: 0.7493... Generator Loss: 1.1605 Epoch 2/2... Discriminator Loss: 1.1388... Generator Loss: 0.5984 Epoch 2/2... Discriminator Loss: 1.2969... Generator Loss: 0.6042 Epoch 2/2... Discriminator Loss: 1.0312... Generator Loss: 0.9574 Epoch 2/2... Discriminator Loss: 1.4156... Generator Loss: 0.5561
Epoch 2/2... Discriminator Loss: 0.6102... Generator Loss: 1.4094 Epoch 2/2... Discriminator Loss: 0.9987... Generator Loss: 0.8954 Epoch 2/2... Discriminator Loss: 1.2537... Generator Loss: 0.9356 Epoch 2/2... Discriminator Loss: 1.0798... Generator Loss: 0.6523 Epoch 2/2... Discriminator Loss: 0.9228... Generator Loss: 0.8414 Epoch 2/2... Discriminator Loss: 1.2466... Generator Loss: 0.4956 Epoch 2/2... Discriminator Loss: 0.9528... Generator Loss: 1.2547 Epoch 2/2... Discriminator Loss: 0.8717... Generator Loss: 0.6980 Epoch 2/2... Discriminator Loss: 1.0829... Generator Loss: 0.8059 Epoch 2/2... Discriminator Loss: 0.8316... Generator Loss: 0.8391
Epoch 2/2... Discriminator Loss: 1.6444... Generator Loss: 0.4144 Epoch 2/2... Discriminator Loss: 1.3303... Generator Loss: 0.8320 Epoch 2/2... Discriminator Loss: 1.0252... Generator Loss: 0.8444 Epoch 2/2... Discriminator Loss: 1.0431... Generator Loss: 0.7959 Epoch 2/2... Discriminator Loss: 0.9771... Generator Loss: 0.7170 Epoch 2/2... Discriminator Loss: 1.4471... Generator Loss: 0.5846 Epoch 2/2... Discriminator Loss: 0.7697... Generator Loss: 1.4752 Epoch 2/2... Discriminator Loss: 0.7624... Generator Loss: 1.1541 Epoch 2/2... Discriminator Loss: 0.9711... Generator Loss: 0.9601 Epoch 2/2... Discriminator Loss: 1.0874... Generator Loss: 0.7119
Epoch 2/2... Discriminator Loss: 0.7756... Generator Loss: 1.0620 Epoch 2/2... Discriminator Loss: 1.3958... Generator Loss: 0.5557 Epoch 2/2... Discriminator Loss: 1.3579... Generator Loss: 0.5682 Epoch 2/2... Discriminator Loss: 0.9887... Generator Loss: 0.6710 Epoch 2/2... Discriminator Loss: 1.6509... Generator Loss: 0.5769 Epoch 2/2... Discriminator Loss: 0.8029... Generator Loss: 1.1332 Epoch 2/2... Discriminator Loss: 1.2138... Generator Loss: 1.0177 Epoch 2/2... Discriminator Loss: 1.4855... Generator Loss: 0.5559 Epoch 2/2... Discriminator Loss: 0.8358... Generator Loss: 1.0089 Epoch 2/2... Discriminator Loss: 1.1028... Generator Loss: 0.8382
Epoch 2/2... Discriminator Loss: 1.2493... Generator Loss: 0.5060 Epoch 2/2... Discriminator Loss: 1.2275... Generator Loss: 0.7443 Epoch 2/2... Discriminator Loss: 1.1499... Generator Loss: 0.8094 Epoch 2/2... Discriminator Loss: 1.2135... Generator Loss: 0.9794 Epoch 2/2... Discriminator Loss: 1.2789... Generator Loss: 0.5610 Epoch 2/2... Discriminator Loss: 1.2112... Generator Loss: 0.8380 Epoch 2/2... Discriminator Loss: 0.8939... Generator Loss: 0.7748 Epoch 2/2... Discriminator Loss: 0.7105... Generator Loss: 1.3183 Epoch 2/2... Discriminator Loss: 1.2732... Generator Loss: 0.7431 Epoch 2/2... Discriminator Loss: 0.8548... Generator Loss: 1.0912
Epoch 2/2... Discriminator Loss: 0.8004... Generator Loss: 1.1211 Epoch 2/2... Discriminator Loss: 1.1237... Generator Loss: 0.8709 Epoch 2/2... Discriminator Loss: 0.8265... Generator Loss: 0.9781 Epoch 2/2... Discriminator Loss: 0.7340... Generator Loss: 1.1014 Epoch 2/2... Discriminator Loss: 0.8065... Generator Loss: 1.0342 Epoch 2/2... Discriminator Loss: 1.1115... Generator Loss: 0.6027 Epoch 2/2... Discriminator Loss: 0.8455... Generator Loss: 0.9603 Epoch 2/2... Discriminator Loss: 0.9531... Generator Loss: 1.0394 Epoch 2/2... Discriminator Loss: 0.8819... Generator Loss: 0.9378 Epoch 2/2... Discriminator Loss: 1.0810... Generator Loss: 0.7986
Epoch 2/2... Discriminator Loss: 0.7423... Generator Loss: 1.2002 Epoch 2/2... Discriminator Loss: 0.8882... Generator Loss: 0.9433 Epoch 2/2... Discriminator Loss: 1.0094... Generator Loss: 1.1101 Epoch 2/2... Discriminator Loss: 1.4148... Generator Loss: 0.4480 Epoch 2/2... Discriminator Loss: 1.5929... Generator Loss: 0.5074 Epoch 2/2... Discriminator Loss: 1.3523... Generator Loss: 0.7273 Epoch 2/2... Discriminator Loss: 0.8129... Generator Loss: 1.0128 Epoch 2/2... Discriminator Loss: 1.2259... Generator Loss: 1.0903 Epoch 2/2... Discriminator Loss: 0.8348... Generator Loss: 0.8308 Epoch 2/2... Discriminator Loss: 1.2844... Generator Loss: 0.7770
Epoch 2/2... Discriminator Loss: 1.0658... Generator Loss: 0.7448 Epoch 2/2... Discriminator Loss: 1.0255... Generator Loss: 0.9138 Epoch 2/2... Discriminator Loss: 1.0602... Generator Loss: 0.8693 Epoch 2/2... Discriminator Loss: 1.4519... Generator Loss: 0.5074 Epoch 2/2... Discriminator Loss: 1.4009... Generator Loss: 0.6039 Epoch 2/2... Discriminator Loss: 1.1370... Generator Loss: 0.7128 Epoch 2/2... Discriminator Loss: 1.1671... Generator Loss: 1.5046 Epoch 2/2... Discriminator Loss: 1.0353... Generator Loss: 0.9307 Epoch 2/2... Discriminator Loss: 1.0764... Generator Loss: 0.9345 Epoch 2/2... Discriminator Loss: 0.9373... Generator Loss: 0.8320
Epoch 2/2... Discriminator Loss: 1.0219... Generator Loss: 0.7365 Epoch 2/2... Discriminator Loss: 1.2194... Generator Loss: 0.8127 Epoch 2/2... Discriminator Loss: 0.9916... Generator Loss: 0.9031 Epoch 2/2... Discriminator Loss: 1.1392... Generator Loss: 0.8180 Epoch 2/2... Discriminator Loss: 1.0141... Generator Loss: 0.9939 Epoch 2/2... Discriminator Loss: 0.5942... Generator Loss: 1.2313 Epoch 2/2... Discriminator Loss: 1.6352... Generator Loss: 0.4385 Epoch 2/2... Discriminator Loss: 1.1406... Generator Loss: 0.8900 Epoch 2/2... Discriminator Loss: 1.2028... Generator Loss: 0.6531 Epoch 2/2... Discriminator Loss: 1.0007... Generator Loss: 0.9541
Epoch 2/2... Discriminator Loss: 1.2851... Generator Loss: 0.7339 Epoch 2/2... Discriminator Loss: 1.2664... Generator Loss: 0.6703 Epoch 2/2... Discriminator Loss: 0.6358... Generator Loss: 1.5302 Epoch 2/2... Discriminator Loss: 0.7944... Generator Loss: 0.9011 Epoch 2/2... Discriminator Loss: 0.8698... Generator Loss: 1.1511 Epoch 2/2... Discriminator Loss: 1.3223... Generator Loss: 0.7345 Epoch 2/2... Discriminator Loss: 1.0377... Generator Loss: 0.8308 Epoch 2/2... Discriminator Loss: 0.6589... Generator Loss: 1.1039 Epoch 2/2... Discriminator Loss: 0.9495... Generator Loss: 1.1152 Epoch 2/2... Discriminator Loss: 0.8359... Generator Loss: 1.0649
Epoch 2/2... Discriminator Loss: 0.8032... Generator Loss: 1.1804 Epoch 2/2... Discriminator Loss: 0.8715... Generator Loss: 1.1104 Epoch 2/2... Discriminator Loss: 1.2448... Generator Loss: 0.8463 Epoch 2/2... Discriminator Loss: 0.8439... Generator Loss: 1.0799 Epoch 2/2... Discriminator Loss: 0.7588... Generator Loss: 1.1015 Epoch 2/2... Discriminator Loss: 0.7059... Generator Loss: 1.0374 Epoch 2/2... Discriminator Loss: 0.7484... Generator Loss: 1.0097 Epoch 2/2... Discriminator Loss: 0.4269... Generator Loss: 1.6579 Epoch 2/2... Discriminator Loss: 1.0421... Generator Loss: 0.7013 Epoch 2/2... Discriminator Loss: 0.8298... Generator Loss: 0.9381
Epoch 2/2... Discriminator Loss: 1.1699... Generator Loss: 0.5936 Epoch 2/2... Discriminator Loss: 1.2079... Generator Loss: 1.0446 Epoch 2/2... Discriminator Loss: 0.7541... Generator Loss: 1.1289 Epoch 2/2... Discriminator Loss: 1.1816... Generator Loss: 0.7018 Epoch 2/2... Discriminator Loss: 0.8680... Generator Loss: 0.9827 Epoch 2/2... Discriminator Loss: 1.0478... Generator Loss: 0.8090 Epoch 2/2... Discriminator Loss: 1.0748... Generator Loss: 0.7375 Epoch 2/2... Discriminator Loss: 1.5748... Generator Loss: 0.6268 Epoch 2/2... Discriminator Loss: 1.2727... Generator Loss: 0.7013 Epoch 2/2... Discriminator Loss: 1.2348... Generator Loss: 0.6480
Epoch 2/2... Discriminator Loss: 0.8753... Generator Loss: 1.0351 Epoch 2/2... Discriminator Loss: 0.8732... Generator Loss: 0.9979 Epoch 2/2... Discriminator Loss: 1.1415... Generator Loss: 0.5516 Epoch 2/2... Discriminator Loss: 0.7540... Generator Loss: 0.9927 Epoch 2/2... Discriminator Loss: 0.9754... Generator Loss: 0.9819 Epoch 2/2... Discriminator Loss: 1.1406... Generator Loss: 0.6783 Epoch 2/2... Discriminator Loss: 1.0750... Generator Loss: 0.7343 Epoch 2/2... Discriminator Loss: 0.8361... Generator Loss: 0.9514 Epoch 2/2... Discriminator Loss: 1.2236... Generator Loss: 1.2187 Epoch 2/2... Discriminator Loss: 0.7434... Generator Loss: 1.0778
Epoch 2/2... Discriminator Loss: 0.7009... Generator Loss: 1.0283 Epoch 2/2... Discriminator Loss: 1.1956... Generator Loss: 0.7326 Epoch 2/2... Discriminator Loss: 1.0297... Generator Loss: 0.9652 Epoch 2/2... Discriminator Loss: 0.6711... Generator Loss: 1.0072 Epoch 2/2... Discriminator Loss: 1.2415... Generator Loss: 0.6446 Epoch 2/2... Discriminator Loss: 0.9763... Generator Loss: 0.8856 Epoch 2/2... Discriminator Loss: 0.8995... Generator Loss: 0.9226 Epoch 2/2... Discriminator Loss: 1.2655... Generator Loss: 0.9019 Epoch 2/2... Discriminator Loss: 0.7436... Generator Loss: 0.9424 Epoch 2/2... Discriminator Loss: 0.8860... Generator Loss: 0.9487
Epoch 2/2... Discriminator Loss: 1.4766... Generator Loss: 1.2343 Epoch 2/2... Discriminator Loss: 0.9176... Generator Loss: 1.0024 Epoch 2/2... Discriminator Loss: 1.5594... Generator Loss: 0.4819 Epoch 2/2... Discriminator Loss: 0.6937... Generator Loss: 0.9188 Epoch 2/2... Discriminator Loss: 1.1115... Generator Loss: 0.7168 Epoch 2/2... Discriminator Loss: 1.0923... Generator Loss: 0.8227 Epoch 2/2... Discriminator Loss: 1.0531... Generator Loss: 0.7866 Epoch 2/2... Discriminator Loss: 1.1932... Generator Loss: 0.6342 Epoch 2/2... Discriminator Loss: 1.9647... Generator Loss: 0.3000 Epoch 2/2... Discriminator Loss: 1.0372... Generator Loss: 0.6930
Epoch 2/2... Discriminator Loss: 0.9362... Generator Loss: 0.9748 Epoch 2/2... Discriminator Loss: 0.8994... Generator Loss: 0.8553 Epoch 2/2... Discriminator Loss: 1.2318... Generator Loss: 0.6648 Epoch 2/2... Discriminator Loss: 1.3041... Generator Loss: 0.7597 Epoch 2/2... Discriminator Loss: 1.5485... Generator Loss: 0.5179 Epoch 2/2... Discriminator Loss: 1.2505... Generator Loss: 0.5912 Epoch 2/2... Discriminator Loss: 0.9003... Generator Loss: 1.0572 Epoch 2/2... Discriminator Loss: 0.6879... Generator Loss: 1.3380 Epoch 2/2... Discriminator Loss: 1.1029... Generator Loss: 0.4904 Epoch 2/2... Discriminator Loss: 0.7789... Generator Loss: 0.8466
Epoch 2/2... Discriminator Loss: 1.0110... Generator Loss: 0.7690 Epoch 2/2... Discriminator Loss: 0.8766... Generator Loss: 1.1411 Epoch 2/2... Discriminator Loss: 1.0912... Generator Loss: 0.8898 Epoch 2/2... Discriminator Loss: 1.1908... Generator Loss: 0.7378 Epoch 2/2... Discriminator Loss: 0.7107... Generator Loss: 1.0844 Epoch 2/2... Discriminator Loss: 1.0459... Generator Loss: 0.8219 Epoch 2/2... Discriminator Loss: 1.0951... Generator Loss: 0.6572 Epoch 2/2... Discriminator Loss: 1.1010... Generator Loss: 0.7600 Epoch 2/2... Discriminator Loss: 1.0542... Generator Loss: 1.1218 Epoch 2/2... Discriminator Loss: 0.7005... Generator Loss: 1.2401
Epoch 2/2... Discriminator Loss: 1.1237... Generator Loss: 0.4575 Epoch 2/2... Discriminator Loss: 0.7349... Generator Loss: 1.8695 Epoch 2/2... Discriminator Loss: 0.9898... Generator Loss: 0.8599 Epoch 2/2... Discriminator Loss: 1.2293... Generator Loss: 0.6493 Epoch 2/2... Discriminator Loss: 1.2102... Generator Loss: 0.7970 Epoch 2/2... Discriminator Loss: 1.0893... Generator Loss: 0.8242 Epoch 2/2... Discriminator Loss: 1.0628... Generator Loss: 0.9751 Epoch 2/2... Discriminator Loss: 1.0677... Generator Loss: 0.7401 Epoch 2/2... Discriminator Loss: 0.9476... Generator Loss: 0.9096 Epoch 2/2... Discriminator Loss: 0.9944... Generator Loss: 1.0810
Epoch 2/2... Discriminator Loss: 1.7687... Generator Loss: 0.4774 Epoch 2/2... Discriminator Loss: 0.9163... Generator Loss: 1.0476 Epoch 2/2... Discriminator Loss: 1.1670... Generator Loss: 0.7398 Epoch 2/2... Discriminator Loss: 0.8268... Generator Loss: 1.2654 Epoch 2/2... Discriminator Loss: 0.8825... Generator Loss: 1.3438 Epoch 2/2... Discriminator Loss: 0.9098... Generator Loss: 0.8251 Epoch 2/2... Discriminator Loss: 0.6511... Generator Loss: 1.3710 Epoch 2/2... Discriminator Loss: 0.8233... Generator Loss: 0.9614 Epoch 2/2... Discriminator Loss: 0.8014... Generator Loss: 1.0533 Epoch 2/2... Discriminator Loss: 1.3673... Generator Loss: 0.5346
Epoch 2/2... Discriminator Loss: 0.8466... Generator Loss: 1.0494 Epoch 2/2... Discriminator Loss: 0.9183... Generator Loss: 0.7991 Epoch 2/2... Discriminator Loss: 0.7774... Generator Loss: 0.8763 Epoch 2/2... Discriminator Loss: 1.3873... Generator Loss: 0.6676 Epoch 2/2... Discriminator Loss: 1.1852... Generator Loss: 0.6508 Epoch 2/2... Discriminator Loss: 0.9033... Generator Loss: 1.2225 Epoch 2/2... Discriminator Loss: 1.2346... Generator Loss: 0.6906 Epoch 2/2... Discriminator Loss: 0.9836... Generator Loss: 0.8950 Epoch 2/2... Discriminator Loss: 1.2424... Generator Loss: 0.6287 Epoch 2/2... Discriminator Loss: 0.8009... Generator Loss: 0.9990
Epoch 2/2... Discriminator Loss: 1.0043... Generator Loss: 0.8452 Epoch 2/2... Discriminator Loss: 0.8252... Generator Loss: 1.0712 Epoch 2/2... Discriminator Loss: 0.8363... Generator Loss: 0.9173 Epoch 2/2... Discriminator Loss: 1.4512... Generator Loss: 0.4459 Epoch 2/2... Discriminator Loss: 1.3178... Generator Loss: 0.4367 Epoch 2/2... Discriminator Loss: 1.1113... Generator Loss: 0.8643 Epoch 2/2... Discriminator Loss: 1.1630... Generator Loss: 0.5215 Epoch 2/2... Discriminator Loss: 1.0763... Generator Loss: 0.7917 Epoch 2/2... Discriminator Loss: 0.8472... Generator Loss: 0.8900 Epoch 2/2... Discriminator Loss: 0.7970... Generator Loss: 1.2278
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 4
z_dim = 100
learning_rate = 0.000035
beta1 = 0.6
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/1... Discriminator Loss: 3.0796... Generator Loss: 0.1940 Epoch 1/1... Discriminator Loss: 2.4436... Generator Loss: 0.1008 Epoch 1/1... Discriminator Loss: 2.7341... Generator Loss: 0.2029 Epoch 1/1... Discriminator Loss: 2.1775... Generator Loss: 0.1850 Epoch 1/1... Discriminator Loss: 1.4964... Generator Loss: 0.5104 Epoch 1/1... Discriminator Loss: 1.1760... Generator Loss: 0.8411 Epoch 1/1... Discriminator Loss: 1.1624... Generator Loss: 0.5339 Epoch 1/1... Discriminator Loss: 1.3596... Generator Loss: 0.7702 Epoch 1/1... Discriminator Loss: 1.5032... Generator Loss: 0.4170 Epoch 1/1... Discriminator Loss: 0.9318... Generator Loss: 0.7519
Epoch 1/1... Discriminator Loss: 1.3145... Generator Loss: 0.7933 Epoch 1/1... Discriminator Loss: 1.6148... Generator Loss: 0.6306 Epoch 1/1... Discriminator Loss: 0.8534... Generator Loss: 1.2720 Epoch 1/1... Discriminator Loss: 1.5517... Generator Loss: 0.8497 Epoch 1/1... Discriminator Loss: 1.0371... Generator Loss: 0.8824 Epoch 1/1... Discriminator Loss: 1.2483... Generator Loss: 0.8121 Epoch 1/1... Discriminator Loss: 0.9092... Generator Loss: 1.0422 Epoch 1/1... Discriminator Loss: 0.6757... Generator Loss: 1.1508 Epoch 1/1... Discriminator Loss: 1.0849... Generator Loss: 0.8364 Epoch 1/1... Discriminator Loss: 0.5831... Generator Loss: 1.2593
Epoch 1/1... Discriminator Loss: 0.6179... Generator Loss: 1.2145 Epoch 1/1... Discriminator Loss: 0.7717... Generator Loss: 1.1218 Epoch 1/1... Discriminator Loss: 0.9166... Generator Loss: 0.9157 Epoch 1/1... Discriminator Loss: 0.6034... Generator Loss: 1.7943 Epoch 1/1... Discriminator Loss: 0.8853... Generator Loss: 1.0933 Epoch 1/1... Discriminator Loss: 0.8131... Generator Loss: 0.9700 Epoch 1/1... Discriminator Loss: 0.7310... Generator Loss: 1.1700 Epoch 1/1... Discriminator Loss: 1.6156... Generator Loss: 0.6088 Epoch 1/1... Discriminator Loss: 0.6982... Generator Loss: 1.1211 Epoch 1/1... Discriminator Loss: 1.1861... Generator Loss: 0.8813
Epoch 1/1... Discriminator Loss: 0.7984... Generator Loss: 1.0394 Epoch 1/1... Discriminator Loss: 0.6021... Generator Loss: 1.3799 Epoch 1/1... Discriminator Loss: 1.0200... Generator Loss: 0.9055 Epoch 1/1... Discriminator Loss: 0.4613... Generator Loss: 1.5279 Epoch 1/1... Discriminator Loss: 0.8241... Generator Loss: 1.1352 Epoch 1/1... Discriminator Loss: 0.6007... Generator Loss: 1.1992 Epoch 1/1... Discriminator Loss: 0.6910... Generator Loss: 1.3543 Epoch 1/1... Discriminator Loss: 0.6947... Generator Loss: 1.5074 Epoch 1/1... Discriminator Loss: 0.5975... Generator Loss: 1.0723 Epoch 1/1... Discriminator Loss: 0.7751... Generator Loss: 1.4335
Epoch 1/1... Discriminator Loss: 1.0542... Generator Loss: 0.8566 Epoch 1/1... Discriminator Loss: 0.6987... Generator Loss: 1.1761 Epoch 1/1... Discriminator Loss: 0.9213... Generator Loss: 1.0923 Epoch 1/1... Discriminator Loss: 1.1194... Generator Loss: 1.3388 Epoch 1/1... Discriminator Loss: 0.7431... Generator Loss: 0.9680 Epoch 1/1... Discriminator Loss: 0.5320... Generator Loss: 1.4443 Epoch 1/1... Discriminator Loss: 0.2183... Generator Loss: 2.5120 Epoch 1/1... Discriminator Loss: 0.3506... Generator Loss: 1.9246 Epoch 1/1... Discriminator Loss: 0.5339... Generator Loss: 1.3016 Epoch 1/1... Discriminator Loss: 0.3528... Generator Loss: 1.7403
Epoch 1/1... Discriminator Loss: 0.1949... Generator Loss: 2.4026 Epoch 1/1... Discriminator Loss: 0.3105... Generator Loss: 2.0467 Epoch 1/1... Discriminator Loss: 0.1542... Generator Loss: 2.8882 Epoch 1/1... Discriminator Loss: 0.5102... Generator Loss: 1.0802 Epoch 1/1... Discriminator Loss: 0.4266... Generator Loss: 1.6658 Epoch 1/1... Discriminator Loss: 0.4480... Generator Loss: 1.8416 Epoch 1/1... Discriminator Loss: 0.4714... Generator Loss: 1.9363 Epoch 1/1... Discriminator Loss: 0.2872... Generator Loss: 2.0278 Epoch 1/1... Discriminator Loss: 0.7158... Generator Loss: 1.5877 Epoch 1/1... Discriminator Loss: 0.8198... Generator Loss: 0.9128
Epoch 1/1... Discriminator Loss: 0.3577... Generator Loss: 1.8875 Epoch 1/1... Discriminator Loss: 0.6429... Generator Loss: 1.2956 Epoch 1/1... Discriminator Loss: 0.4588... Generator Loss: 2.5975 Epoch 1/1... Discriminator Loss: 0.5568... Generator Loss: 1.4211 Epoch 1/1... Discriminator Loss: 0.6923... Generator Loss: 1.5225 Epoch 1/1... Discriminator Loss: 0.3100... Generator Loss: 2.2112 Epoch 1/1... Discriminator Loss: 0.3708... Generator Loss: 1.7851 Epoch 1/1... Discriminator Loss: 0.3639... Generator Loss: 1.5073 Epoch 1/1... Discriminator Loss: 0.4533... Generator Loss: 1.6626 Epoch 1/1... Discriminator Loss: 0.5113... Generator Loss: 1.7695
Epoch 1/1... Discriminator Loss: 0.3981... Generator Loss: 2.0502 Epoch 1/1... Discriminator Loss: 0.8569... Generator Loss: 1.3013 Epoch 1/1... Discriminator Loss: 0.2921... Generator Loss: 1.6178 Epoch 1/1... Discriminator Loss: 0.3128... Generator Loss: 1.8454 Epoch 1/1... Discriminator Loss: 0.9908... Generator Loss: 0.9472 Epoch 1/1... Discriminator Loss: 0.2830... Generator Loss: 2.3156 Epoch 1/1... Discriminator Loss: 0.6434... Generator Loss: 2.0935 Epoch 1/1... Discriminator Loss: 0.3963... Generator Loss: 1.9614 Epoch 1/1... Discriminator Loss: 1.0386... Generator Loss: 1.2970 Epoch 1/1... Discriminator Loss: 0.5066... Generator Loss: 2.0191
Epoch 1/1... Discriminator Loss: 0.7839... Generator Loss: 1.3098 Epoch 1/1... Discriminator Loss: 0.8191... Generator Loss: 1.3667 Epoch 1/1... Discriminator Loss: 0.3293... Generator Loss: 1.6862 Epoch 1/1... Discriminator Loss: 0.2931... Generator Loss: 2.6744 Epoch 1/1... Discriminator Loss: 0.3402... Generator Loss: 1.8501 Epoch 1/1... Discriminator Loss: 1.1569... Generator Loss: 0.7738 Epoch 1/1... Discriminator Loss: 0.5067... Generator Loss: 1.5107 Epoch 1/1... Discriminator Loss: 0.3447... Generator Loss: 1.7903 Epoch 1/1... Discriminator Loss: 0.7319... Generator Loss: 1.0388 Epoch 1/1... Discriminator Loss: 0.3372... Generator Loss: 2.0932
Epoch 1/1... Discriminator Loss: 0.7421... Generator Loss: 1.0556 Epoch 1/1... Discriminator Loss: 0.5120... Generator Loss: 1.2925 Epoch 1/1... Discriminator Loss: 0.2691... Generator Loss: 2.5536 Epoch 1/1... Discriminator Loss: 0.8441... Generator Loss: 1.2175 Epoch 1/1... Discriminator Loss: 0.6333... Generator Loss: 1.2771 Epoch 1/1... Discriminator Loss: 0.2769... Generator Loss: 1.8315 Epoch 1/1... Discriminator Loss: 0.5320... Generator Loss: 1.7081 Epoch 1/1... Discriminator Loss: 0.3372... Generator Loss: 2.2021 Epoch 1/1... Discriminator Loss: 0.6607... Generator Loss: 1.1200 Epoch 1/1... Discriminator Loss: 0.2864... Generator Loss: 1.7598
Epoch 1/1... Discriminator Loss: 0.4087... Generator Loss: 1.7099 Epoch 1/1... Discriminator Loss: 0.5772... Generator Loss: 1.8096 Epoch 1/1... Discriminator Loss: 0.4307... Generator Loss: 1.9292 Epoch 1/1... Discriminator Loss: 0.7781... Generator Loss: 0.8666 Epoch 1/1... Discriminator Loss: 0.9931... Generator Loss: 0.9036 Epoch 1/1... Discriminator Loss: 0.4076... Generator Loss: 1.8197 Epoch 1/1... Discriminator Loss: 0.7982... Generator Loss: 1.0261 Epoch 1/1... Discriminator Loss: 0.3721... Generator Loss: 1.7669 Epoch 1/1... Discriminator Loss: 0.3953... Generator Loss: 1.5182 Epoch 1/1... Discriminator Loss: 0.7231... Generator Loss: 1.5764
Epoch 1/1... Discriminator Loss: 0.4120... Generator Loss: 1.4262 Epoch 1/1... Discriminator Loss: 0.4266... Generator Loss: 1.4909 Epoch 1/1... Discriminator Loss: 0.2475... Generator Loss: 2.2303 Epoch 1/1... Discriminator Loss: 0.8954... Generator Loss: 0.8991 Epoch 1/1... Discriminator Loss: 0.3048... Generator Loss: 1.9408 Epoch 1/1... Discriminator Loss: 0.4794... Generator Loss: 1.7674 Epoch 1/1... Discriminator Loss: 0.4399... Generator Loss: 1.1989 Epoch 1/1... Discriminator Loss: 0.5020... Generator Loss: 1.5452 Epoch 1/1... Discriminator Loss: 0.4895... Generator Loss: 1.9691 Epoch 1/1... Discriminator Loss: 0.4390... Generator Loss: 1.2515
Epoch 1/1... Discriminator Loss: 0.6828... Generator Loss: 1.2158 Epoch 1/1... Discriminator Loss: 0.4099... Generator Loss: 2.2763 Epoch 1/1... Discriminator Loss: 0.3411... Generator Loss: 1.6217 Epoch 1/1... Discriminator Loss: 0.3934... Generator Loss: 1.8442 Epoch 1/1... Discriminator Loss: 0.5850... Generator Loss: 1.5261 Epoch 1/1... Discriminator Loss: 0.6440... Generator Loss: 1.2284 Epoch 1/1... Discriminator Loss: 0.6215... Generator Loss: 1.1849 Epoch 1/1... Discriminator Loss: 0.5340... Generator Loss: 1.5927 Epoch 1/1... Discriminator Loss: 0.6402... Generator Loss: 1.2517 Epoch 1/1... Discriminator Loss: 0.2850... Generator Loss: 1.8125
Epoch 1/1... Discriminator Loss: 0.3641... Generator Loss: 1.7706 Epoch 1/1... Discriminator Loss: 0.7061... Generator Loss: 1.1005 Epoch 1/1... Discriminator Loss: 0.6259... Generator Loss: 1.0362 Epoch 1/1... Discriminator Loss: 0.8072... Generator Loss: 1.1359 Epoch 1/1... Discriminator Loss: 0.8887... Generator Loss: 0.7235 Epoch 1/1... Discriminator Loss: 0.4714... Generator Loss: 1.2585 Epoch 1/1... Discriminator Loss: 0.6022... Generator Loss: 1.7322 Epoch 1/1... Discriminator Loss: 1.0402... Generator Loss: 1.1887 Epoch 1/1... Discriminator Loss: 0.4899... Generator Loss: 1.4332 Epoch 1/1... Discriminator Loss: 0.7290... Generator Loss: 0.9078
Epoch 1/1... Discriminator Loss: 0.9032... Generator Loss: 0.8116 Epoch 1/1... Discriminator Loss: 0.5099... Generator Loss: 2.2735 Epoch 1/1... Discriminator Loss: 0.6790... Generator Loss: 1.3672 Epoch 1/1... Discriminator Loss: 0.5973... Generator Loss: 1.3031 Epoch 1/1... Discriminator Loss: 0.8031... Generator Loss: 1.1137 Epoch 1/1... Discriminator Loss: 0.5356... Generator Loss: 1.5789 Epoch 1/1... Discriminator Loss: 0.6277... Generator Loss: 1.2999 Epoch 1/1... Discriminator Loss: 1.1080... Generator Loss: 0.4711 Epoch 1/1... Discriminator Loss: 0.9090... Generator Loss: 1.2037 Epoch 1/1... Discriminator Loss: 0.4688... Generator Loss: 1.4456
Epoch 1/1... Discriminator Loss: 0.4084... Generator Loss: 1.8791 Epoch 1/1... Discriminator Loss: 0.6082... Generator Loss: 1.1274 Epoch 1/1... Discriminator Loss: 0.4364... Generator Loss: 1.6392 Epoch 1/1... Discriminator Loss: 1.6294... Generator Loss: 0.8810 Epoch 1/1... Discriminator Loss: 0.8711... Generator Loss: 1.0167 Epoch 1/1... Discriminator Loss: 1.2070... Generator Loss: 0.8709 Epoch 1/1... Discriminator Loss: 1.2512... Generator Loss: 0.6676 Epoch 1/1... Discriminator Loss: 0.7023... Generator Loss: 1.1070 Epoch 1/1... Discriminator Loss: 1.2148... Generator Loss: 0.6810 Epoch 1/1... Discriminator Loss: 0.6928... Generator Loss: 1.1261
Epoch 1/1... Discriminator Loss: 0.7918... Generator Loss: 1.0226 Epoch 1/1... Discriminator Loss: 0.5165... Generator Loss: 1.5735 Epoch 1/1... Discriminator Loss: 1.0483... Generator Loss: 0.9367 Epoch 1/1... Discriminator Loss: 0.3509... Generator Loss: 1.9108 Epoch 1/1... Discriminator Loss: 0.2490... Generator Loss: 2.8521 Epoch 1/1... Discriminator Loss: 0.3435... Generator Loss: 1.2931 Epoch 1/1... Discriminator Loss: 0.6818... Generator Loss: 0.8858 Epoch 1/1... Discriminator Loss: 0.5636... Generator Loss: 1.6001 Epoch 1/1... Discriminator Loss: 0.5627... Generator Loss: 1.6065 Epoch 1/1... Discriminator Loss: 0.3413... Generator Loss: 2.6432
Epoch 1/1... Discriminator Loss: 0.6471... Generator Loss: 1.0231 Epoch 1/1... Discriminator Loss: 0.5478... Generator Loss: 2.0845 Epoch 1/1... Discriminator Loss: 0.6540... Generator Loss: 0.9622 Epoch 1/1... Discriminator Loss: 1.2976... Generator Loss: 0.6744 Epoch 1/1... Discriminator Loss: 0.8724... Generator Loss: 0.5280 Epoch 1/1... Discriminator Loss: 0.7868... Generator Loss: 1.3018 Epoch 1/1... Discriminator Loss: 0.6152... Generator Loss: 1.2807 Epoch 1/1... Discriminator Loss: 0.5738... Generator Loss: 1.1822 Epoch 1/1... Discriminator Loss: 0.9044... Generator Loss: 1.0732 Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 0.7063
Epoch 1/1... Discriminator Loss: 0.8759... Generator Loss: 1.2202 Epoch 1/1... Discriminator Loss: 0.7119... Generator Loss: 1.6624 Epoch 1/1... Discriminator Loss: 0.5302... Generator Loss: 1.5178 Epoch 1/1... Discriminator Loss: 0.7291... Generator Loss: 1.0633 Epoch 1/1... Discriminator Loss: 1.1172... Generator Loss: 1.0829 Epoch 1/1... Discriminator Loss: 0.5975... Generator Loss: 1.3854 Epoch 1/1... Discriminator Loss: 0.6865... Generator Loss: 1.2850 Epoch 1/1... Discriminator Loss: 0.3659... Generator Loss: 1.5571 Epoch 1/1... Discriminator Loss: 0.6675... Generator Loss: 1.5907 Epoch 1/1... Discriminator Loss: 0.9248... Generator Loss: 1.1677
Epoch 1/1... Discriminator Loss: 0.6543... Generator Loss: 0.8023 Epoch 1/1... Discriminator Loss: 0.6724... Generator Loss: 1.5277 Epoch 1/1... Discriminator Loss: 0.7058... Generator Loss: 1.2111 Epoch 1/1... Discriminator Loss: 0.7511... Generator Loss: 1.2215 Epoch 1/1... Discriminator Loss: 0.8620... Generator Loss: 1.0438 Epoch 1/1... Discriminator Loss: 0.8710... Generator Loss: 0.9703 Epoch 1/1... Discriminator Loss: 0.7016... Generator Loss: 1.1358 Epoch 1/1... Discriminator Loss: 0.9448... Generator Loss: 0.9027 Epoch 1/1... Discriminator Loss: 1.3121... Generator Loss: 0.6217 Epoch 1/1... Discriminator Loss: 1.1796... Generator Loss: 0.4265
Epoch 1/1... Discriminator Loss: 0.6406... Generator Loss: 1.7024 Epoch 1/1... Discriminator Loss: 0.9918... Generator Loss: 0.6410 Epoch 1/1... Discriminator Loss: 0.3149... Generator Loss: 2.0930 Epoch 1/1... Discriminator Loss: 0.2544... Generator Loss: 2.4400 Epoch 1/1... Discriminator Loss: 0.2798... Generator Loss: 2.3003 Epoch 1/1... Discriminator Loss: 0.9924... Generator Loss: 0.8585 Epoch 1/1... Discriminator Loss: 0.5645... Generator Loss: 1.5423 Epoch 1/1... Discriminator Loss: 0.4171... Generator Loss: 1.9983 Epoch 1/1... Discriminator Loss: 0.5466... Generator Loss: 1.2916 Epoch 1/1... Discriminator Loss: 0.7610... Generator Loss: 1.5032
Epoch 1/1... Discriminator Loss: 0.5967... Generator Loss: 1.8704 Epoch 1/1... Discriminator Loss: 0.3946... Generator Loss: 2.2493 Epoch 1/1... Discriminator Loss: 1.0155... Generator Loss: 1.2533 Epoch 1/1... Discriminator Loss: 0.5096... Generator Loss: 2.8665 Epoch 1/1... Discriminator Loss: 0.5668... Generator Loss: 1.8261 Epoch 1/1... Discriminator Loss: 1.0773... Generator Loss: 0.9479 Epoch 1/1... Discriminator Loss: 0.7069... Generator Loss: 1.2132 Epoch 1/1... Discriminator Loss: 0.2960... Generator Loss: 2.3230 Epoch 1/1... Discriminator Loss: 0.8200... Generator Loss: 0.8468 Epoch 1/1... Discriminator Loss: 0.7119... Generator Loss: 1.0831
Epoch 1/1... Discriminator Loss: 0.5065... Generator Loss: 1.6278 Epoch 1/1... Discriminator Loss: 0.6335... Generator Loss: 1.2127 Epoch 1/1... Discriminator Loss: 0.3898... Generator Loss: 2.0012 Epoch 1/1... Discriminator Loss: 0.7029... Generator Loss: 1.4202 Epoch 1/1... Discriminator Loss: 0.7239... Generator Loss: 1.1207 Epoch 1/1... Discriminator Loss: 0.6416... Generator Loss: 1.4402 Epoch 1/1... Discriminator Loss: 0.7394... Generator Loss: 1.0139 Epoch 1/1... Discriminator Loss: 0.8393... Generator Loss: 1.1792 Epoch 1/1... Discriminator Loss: 0.9389... Generator Loss: 0.8794 Epoch 1/1... Discriminator Loss: 1.0190... Generator Loss: 0.6387
Epoch 1/1... Discriminator Loss: 1.3348... Generator Loss: 0.7661 Epoch 1/1... Discriminator Loss: 0.5252... Generator Loss: 1.5875 Epoch 1/1... Discriminator Loss: 1.1864... Generator Loss: 0.7623 Epoch 1/1... Discriminator Loss: 0.5125... Generator Loss: 1.5334 Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 0.6126 Epoch 1/1... Discriminator Loss: 1.1360... Generator Loss: 0.9552 Epoch 1/1... Discriminator Loss: 1.1852... Generator Loss: 0.7459 Epoch 1/1... Discriminator Loss: 1.7063... Generator Loss: 0.4406 Epoch 1/1... Discriminator Loss: 1.3530... Generator Loss: 0.4715 Epoch 1/1... Discriminator Loss: 1.3501... Generator Loss: 0.8277
Epoch 1/1... Discriminator Loss: 1.0725... Generator Loss: 0.7705 Epoch 1/1... Discriminator Loss: 1.3572... Generator Loss: 0.4875 Epoch 1/1... Discriminator Loss: 0.8803... Generator Loss: 0.8282 Epoch 1/1... Discriminator Loss: 1.1099... Generator Loss: 0.7918 Epoch 1/1... Discriminator Loss: 0.8972... Generator Loss: 1.1715 Epoch 1/1... Discriminator Loss: 0.8577... Generator Loss: 1.3437 Epoch 1/1... Discriminator Loss: 1.3366... Generator Loss: 0.7180 Epoch 1/1... Discriminator Loss: 1.3299... Generator Loss: 0.6745 Epoch 1/1... Discriminator Loss: 0.7088... Generator Loss: 1.3433 Epoch 1/1... Discriminator Loss: 0.9027... Generator Loss: 1.0105
Epoch 1/1... Discriminator Loss: 1.6482... Generator Loss: 0.3863 Epoch 1/1... Discriminator Loss: 1.3498... Generator Loss: 0.5001 Epoch 1/1... Discriminator Loss: 1.0898... Generator Loss: 0.5309 Epoch 1/1... Discriminator Loss: 0.9218... Generator Loss: 0.9745 Epoch 1/1... Discriminator Loss: 1.1620... Generator Loss: 0.8130 Epoch 1/1... Discriminator Loss: 0.7021... Generator Loss: 0.8960 Epoch 1/1... Discriminator Loss: 0.9852... Generator Loss: 0.7130 Epoch 1/1... Discriminator Loss: 0.9247... Generator Loss: 1.0682 Epoch 1/1... Discriminator Loss: 0.9690... Generator Loss: 0.7223 Epoch 1/1... Discriminator Loss: 0.9999... Generator Loss: 0.8610
Epoch 1/1... Discriminator Loss: 1.2276... Generator Loss: 0.8102 Epoch 1/1... Discriminator Loss: 1.3627... Generator Loss: 0.7428 Epoch 1/1... Discriminator Loss: 0.9101... Generator Loss: 0.9703 Epoch 1/1... Discriminator Loss: 1.5980... Generator Loss: 0.6688 Epoch 1/1... Discriminator Loss: 0.5838... Generator Loss: 1.2054 Epoch 1/1... Discriminator Loss: 1.2272... Generator Loss: 0.6942 Epoch 1/1... Discriminator Loss: 1.1739... Generator Loss: 0.8943 Epoch 1/1... Discriminator Loss: 0.8002... Generator Loss: 1.0237 Epoch 1/1... Discriminator Loss: 1.0059... Generator Loss: 1.0030 Epoch 1/1... Discriminator Loss: 0.8057... Generator Loss: 0.9526
Epoch 1/1... Discriminator Loss: 1.1346... Generator Loss: 0.8203 Epoch 1/1... Discriminator Loss: 1.6676... Generator Loss: 0.5501 Epoch 1/1... Discriminator Loss: 1.1995... Generator Loss: 0.7435 Epoch 1/1... Discriminator Loss: 1.3138... Generator Loss: 0.5496 Epoch 1/1... Discriminator Loss: 0.8070... Generator Loss: 1.0372 Epoch 1/1... Discriminator Loss: 0.8544... Generator Loss: 0.9081 Epoch 1/1... Discriminator Loss: 1.1624... Generator Loss: 0.9802 Epoch 1/1... Discriminator Loss: 1.3676... Generator Loss: 0.5582 Epoch 1/1... Discriminator Loss: 1.0312... Generator Loss: 0.6308 Epoch 1/1... Discriminator Loss: 1.1653... Generator Loss: 0.7262
Epoch 1/1... Discriminator Loss: 0.8561... Generator Loss: 1.1810 Epoch 1/1... Discriminator Loss: 0.9423... Generator Loss: 1.0350 Epoch 1/1... Discriminator Loss: 1.5958... Generator Loss: 0.5994 Epoch 1/1... Discriminator Loss: 1.0014... Generator Loss: 0.6251 Epoch 1/1... Discriminator Loss: 1.2055... Generator Loss: 0.5398 Epoch 1/1... Discriminator Loss: 0.9861... Generator Loss: 0.7533 Epoch 1/1... Discriminator Loss: 0.9795... Generator Loss: 0.9247 Epoch 1/1... Discriminator Loss: 1.1466... Generator Loss: 0.7588 Epoch 1/1... Discriminator Loss: 0.8958... Generator Loss: 0.8174 Epoch 1/1... Discriminator Loss: 1.1267... Generator Loss: 0.9743
Epoch 1/1... Discriminator Loss: 1.3085... Generator Loss: 0.4770 Epoch 1/1... Discriminator Loss: 1.0505... Generator Loss: 0.7021 Epoch 1/1... Discriminator Loss: 1.5824... Generator Loss: 0.5405 Epoch 1/1... Discriminator Loss: 0.9056... Generator Loss: 0.9548 Epoch 1/1... Discriminator Loss: 1.0415... Generator Loss: 0.7970 Epoch 1/1... Discriminator Loss: 0.7206... Generator Loss: 1.2324 Epoch 1/1... Discriminator Loss: 0.7720... Generator Loss: 1.1192 Epoch 1/1... Discriminator Loss: 1.2786... Generator Loss: 0.8867 Epoch 1/1... Discriminator Loss: 1.2175... Generator Loss: 0.7077 Epoch 1/1... Discriminator Loss: 1.2168... Generator Loss: 0.6760
Epoch 1/1... Discriminator Loss: 1.5735... Generator Loss: 0.5748 Epoch 1/1... Discriminator Loss: 1.1541... Generator Loss: 0.6265 Epoch 1/1... Discriminator Loss: 1.3751... Generator Loss: 0.5411 Epoch 1/1... Discriminator Loss: 0.9528... Generator Loss: 0.9633 Epoch 1/1... Discriminator Loss: 1.7224... Generator Loss: 0.4112 Epoch 1/1... Discriminator Loss: 0.9731... Generator Loss: 0.8454 Epoch 1/1... Discriminator Loss: 1.2424... Generator Loss: 0.6218 Epoch 1/1... Discriminator Loss: 0.9979... Generator Loss: 0.7867 Epoch 1/1... Discriminator Loss: 1.1227... Generator Loss: 0.8420 Epoch 1/1... Discriminator Loss: 1.0833... Generator Loss: 0.9119
Epoch 1/1... Discriminator Loss: 1.2023... Generator Loss: 0.7238 Epoch 1/1... Discriminator Loss: 1.0820... Generator Loss: 0.7159 Epoch 1/1... Discriminator Loss: 1.3877... Generator Loss: 0.5394 Epoch 1/1... Discriminator Loss: 0.9946... Generator Loss: 0.8226 Epoch 1/1... Discriminator Loss: 1.6357... Generator Loss: 0.4679 Epoch 1/1... Discriminator Loss: 1.0425... Generator Loss: 0.8234 Epoch 1/1... Discriminator Loss: 1.0860... Generator Loss: 0.6903 Epoch 1/1... Discriminator Loss: 1.1010... Generator Loss: 0.7286 Epoch 1/1... Discriminator Loss: 1.6470... Generator Loss: 0.5372 Epoch 1/1... Discriminator Loss: 1.1986... Generator Loss: 0.6897
Epoch 1/1... Discriminator Loss: 1.5116... Generator Loss: 0.3721 Epoch 1/1... Discriminator Loss: 1.7221... Generator Loss: 0.6463 Epoch 1/1... Discriminator Loss: 1.1100... Generator Loss: 0.7737 Epoch 1/1... Discriminator Loss: 1.3509... Generator Loss: 0.6285 Epoch 1/1... Discriminator Loss: 1.3912... Generator Loss: 0.8029 Epoch 1/1... Discriminator Loss: 0.9558... Generator Loss: 0.7396 Epoch 1/1... Discriminator Loss: 1.5045... Generator Loss: 0.5982 Epoch 1/1... Discriminator Loss: 1.4433... Generator Loss: 0.5599 Epoch 1/1... Discriminator Loss: 1.3307... Generator Loss: 0.5719 Epoch 1/1... Discriminator Loss: 1.0075... Generator Loss: 0.8188
Epoch 1/1... Discriminator Loss: 1.4861... Generator Loss: 0.7349 Epoch 1/1... Discriminator Loss: 1.4093... Generator Loss: 0.7348 Epoch 1/1... Discriminator Loss: 1.2671... Generator Loss: 0.8021 Epoch 1/1... Discriminator Loss: 1.4657... Generator Loss: 0.4785 Epoch 1/1... Discriminator Loss: 0.9180... Generator Loss: 0.6936 Epoch 1/1... Discriminator Loss: 1.7227... Generator Loss: 0.3764 Epoch 1/1... Discriminator Loss: 1.3605... Generator Loss: 0.4649 Epoch 1/1... Discriminator Loss: 1.2910... Generator Loss: 0.6608 Epoch 1/1... Discriminator Loss: 1.3051... Generator Loss: 0.9626 Epoch 1/1... Discriminator Loss: 1.7354... Generator Loss: 0.3895
Epoch 1/1... Discriminator Loss: 1.1235... Generator Loss: 0.6049 Epoch 1/1... Discriminator Loss: 1.4017... Generator Loss: 0.5277 Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 1.1387 Epoch 1/1... Discriminator Loss: 0.9553... Generator Loss: 0.6763 Epoch 1/1... Discriminator Loss: 1.0626... Generator Loss: 0.5668 Epoch 1/1... Discriminator Loss: 1.4922... Generator Loss: 0.3970 Epoch 1/1... Discriminator Loss: 1.4055... Generator Loss: 0.4083 Epoch 1/1... Discriminator Loss: 1.6013... Generator Loss: 0.4754 Epoch 1/1... Discriminator Loss: 1.1074... Generator Loss: 0.7729 Epoch 1/1... Discriminator Loss: 1.2259... Generator Loss: 0.6143
Epoch 1/1... Discriminator Loss: 1.6512... Generator Loss: 0.4453 Epoch 1/1... Discriminator Loss: 1.5149... Generator Loss: 0.3232 Epoch 1/1... Discriminator Loss: 1.3699... Generator Loss: 0.6115 Epoch 1/1... Discriminator Loss: 1.2567... Generator Loss: 0.5998 Epoch 1/1... Discriminator Loss: 1.3578... Generator Loss: 0.4667 Epoch 1/1... Discriminator Loss: 1.1020... Generator Loss: 0.9948 Epoch 1/1... Discriminator Loss: 0.9987... Generator Loss: 0.6441 Epoch 1/1... Discriminator Loss: 1.4595... Generator Loss: 0.6272 Epoch 1/1... Discriminator Loss: 1.4574... Generator Loss: 0.6237 Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 0.7930
Epoch 1/1... Discriminator Loss: 1.4260... Generator Loss: 0.6430 Epoch 1/1... Discriminator Loss: 1.3417... Generator Loss: 0.5691 Epoch 1/1... Discriminator Loss: 1.5231... Generator Loss: 0.4314 Epoch 1/1... Discriminator Loss: 1.8114... Generator Loss: 0.4013 Epoch 1/1... Discriminator Loss: 1.4647... Generator Loss: 0.5177 Epoch 1/1... Discriminator Loss: 1.0721... Generator Loss: 0.7984 Epoch 1/1... Discriminator Loss: 0.9298... Generator Loss: 0.8163 Epoch 1/1... Discriminator Loss: 1.0002... Generator Loss: 1.0290 Epoch 1/1... Discriminator Loss: 1.2925... Generator Loss: 0.6997 Epoch 1/1... Discriminator Loss: 1.3363... Generator Loss: 0.6240
Epoch 1/1... Discriminator Loss: 1.3912... Generator Loss: 0.5966 Epoch 1/1... Discriminator Loss: 0.9899... Generator Loss: 0.7357 Epoch 1/1... Discriminator Loss: 1.9039... Generator Loss: 0.4168 Epoch 1/1... Discriminator Loss: 1.5922... Generator Loss: 0.6195 Epoch 1/1... Discriminator Loss: 1.2690... Generator Loss: 0.6227 Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 0.7756 Epoch 1/1... Discriminator Loss: 1.1461... Generator Loss: 0.7418 Epoch 1/1... Discriminator Loss: 1.3947... Generator Loss: 0.6411 Epoch 1/1... Discriminator Loss: 1.0256... Generator Loss: 1.2883 Epoch 1/1... Discriminator Loss: 1.4118... Generator Loss: 0.4738
Epoch 1/1... Discriminator Loss: 0.8029... Generator Loss: 0.8493 Epoch 1/1... Discriminator Loss: 0.7767... Generator Loss: 0.9730 Epoch 1/1... Discriminator Loss: 1.4432... Generator Loss: 0.5272 Epoch 1/1... Discriminator Loss: 1.2472... Generator Loss: 0.4633 Epoch 1/1... Discriminator Loss: 1.1406... Generator Loss: 0.7383 Epoch 1/1... Discriminator Loss: 0.9020... Generator Loss: 1.3418 Epoch 1/1... Discriminator Loss: 1.0609... Generator Loss: 0.5938 Epoch 1/1... Discriminator Loss: 1.4436... Generator Loss: 0.4098 Epoch 1/1... Discriminator Loss: 1.2136... Generator Loss: 0.9448 Epoch 1/1... Discriminator Loss: 1.6570... Generator Loss: 0.5246
Epoch 1/1... Discriminator Loss: 1.2078... Generator Loss: 0.7544 Epoch 1/1... Discriminator Loss: 1.2785... Generator Loss: 0.8648 Epoch 1/1... Discriminator Loss: 1.7397... Generator Loss: 0.4124 Epoch 1/1... Discriminator Loss: 1.4414... Generator Loss: 0.5819 Epoch 1/1... Discriminator Loss: 1.0248... Generator Loss: 0.7414 Epoch 1/1... Discriminator Loss: 0.7774... Generator Loss: 1.0814 Epoch 1/1... Discriminator Loss: 1.8042... Generator Loss: 0.5822 Epoch 1/1... Discriminator Loss: 1.3183... Generator Loss: 0.4908 Epoch 1/1... Discriminator Loss: 1.3366... Generator Loss: 0.6266 Epoch 1/1... Discriminator Loss: 0.6338... Generator Loss: 0.8494
Epoch 1/1... Discriminator Loss: 1.3312... Generator Loss: 0.7877 Epoch 1/1... Discriminator Loss: 1.5174... Generator Loss: 0.4037 Epoch 1/1... Discriminator Loss: 1.2057... Generator Loss: 0.7219 Epoch 1/1... Discriminator Loss: 1.4154... Generator Loss: 0.4952 Epoch 1/1... Discriminator Loss: 0.8449... Generator Loss: 0.6679 Epoch 1/1... Discriminator Loss: 1.8769... Generator Loss: 0.4999 Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 0.8031 Epoch 1/1... Discriminator Loss: 1.5744... Generator Loss: 0.5218 Epoch 1/1... Discriminator Loss: 1.1595... Generator Loss: 0.8231 Epoch 1/1... Discriminator Loss: 1.3888... Generator Loss: 0.6509
Epoch 1/1... Discriminator Loss: 1.3592... Generator Loss: 0.5483 Epoch 1/1... Discriminator Loss: 0.8995... Generator Loss: 0.8863 Epoch 1/1... Discriminator Loss: 1.6150... Generator Loss: 0.4881 Epoch 1/1... Discriminator Loss: 1.0046... Generator Loss: 0.7195 Epoch 1/1... Discriminator Loss: 1.7344... Generator Loss: 0.5975 Epoch 1/1... Discriminator Loss: 1.4705... Generator Loss: 0.4976 Epoch 1/1... Discriminator Loss: 1.0021... Generator Loss: 1.0067 Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 0.6554 Epoch 1/1... Discriminator Loss: 1.2603... Generator Loss: 0.6154 Epoch 1/1... Discriminator Loss: 1.1401... Generator Loss: 0.6303
Epoch 1/1... Discriminator Loss: 1.4161... Generator Loss: 0.5798 Epoch 1/1... Discriminator Loss: 1.2504... Generator Loss: 0.5959 Epoch 1/1... Discriminator Loss: 0.8309... Generator Loss: 0.7114 Epoch 1/1... Discriminator Loss: 1.2125... Generator Loss: 0.6415 Epoch 1/1... Discriminator Loss: 2.0037... Generator Loss: 0.5639 Epoch 1/1... Discriminator Loss: 1.1626... Generator Loss: 0.6613 Epoch 1/1... Discriminator Loss: 1.4698... Generator Loss: 0.7935 Epoch 1/1... Discriminator Loss: 1.1915... Generator Loss: 0.5761 Epoch 1/1... Discriminator Loss: 1.1036... Generator Loss: 0.5805 Epoch 1/1... Discriminator Loss: 1.2372... Generator Loss: 0.7116
Epoch 1/1... Discriminator Loss: 1.3184... Generator Loss: 0.5858 Epoch 1/1... Discriminator Loss: 1.5387... Generator Loss: 0.5244 Epoch 1/1... Discriminator Loss: 1.5446... Generator Loss: 0.6941 Epoch 1/1... Discriminator Loss: 1.5201... Generator Loss: 0.3751 Epoch 1/1... Discriminator Loss: 1.1866... Generator Loss: 0.7510 Epoch 1/1... Discriminator Loss: 1.1166... Generator Loss: 0.9420 Epoch 1/1... Discriminator Loss: 1.8766... Generator Loss: 0.4878 Epoch 1/1... Discriminator Loss: 1.2640... Generator Loss: 0.6250 Epoch 1/1... Discriminator Loss: 1.2886... Generator Loss: 0.5877 Epoch 1/1... Discriminator Loss: 1.4603... Generator Loss: 0.4767
Epoch 1/1... Discriminator Loss: 1.3215... Generator Loss: 0.4482 Epoch 1/1... Discriminator Loss: 1.4929... Generator Loss: 0.7594 Epoch 1/1... Discriminator Loss: 1.4561... Generator Loss: 0.4412 Epoch 1/1... Discriminator Loss: 1.4537... Generator Loss: 0.4810 Epoch 1/1... Discriminator Loss: 1.5997... Generator Loss: 0.4553 Epoch 1/1... Discriminator Loss: 1.7716... Generator Loss: 0.4588 Epoch 1/1... Discriminator Loss: 1.2364... Generator Loss: 0.6055 Epoch 1/1... Discriminator Loss: 1.2900... Generator Loss: 0.5932 Epoch 1/1... Discriminator Loss: 1.7978... Generator Loss: 0.3900 Epoch 1/1... Discriminator Loss: 1.0078... Generator Loss: 0.7959
Epoch 1/1... Discriminator Loss: 1.7057... Generator Loss: 0.3926 Epoch 1/1... Discriminator Loss: 0.7459... Generator Loss: 1.1109 Epoch 1/1... Discriminator Loss: 0.6353... Generator Loss: 1.0621 Epoch 1/1... Discriminator Loss: 1.4462... Generator Loss: 0.7417 Epoch 1/1... Discriminator Loss: 1.8297... Generator Loss: 0.4106 Epoch 1/1... Discriminator Loss: 1.0039... Generator Loss: 0.7637 Epoch 1/1... Discriminator Loss: 1.2116... Generator Loss: 0.6301 Epoch 1/1... Discriminator Loss: 1.8084... Generator Loss: 0.3310 Epoch 1/1... Discriminator Loss: 1.2749... Generator Loss: 0.7364 Epoch 1/1... Discriminator Loss: 1.6679... Generator Loss: 0.4315
Epoch 1/1... Discriminator Loss: 1.6462... Generator Loss: 0.6105 Epoch 1/1... Discriminator Loss: 1.3856... Generator Loss: 0.6278 Epoch 1/1... Discriminator Loss: 2.5673... Generator Loss: 0.1992 Epoch 1/1... Discriminator Loss: 1.1175... Generator Loss: 0.6459 Epoch 1/1... Discriminator Loss: 1.3158... Generator Loss: 0.5956 Epoch 1/1... Discriminator Loss: 1.3806... Generator Loss: 0.4781 Epoch 1/1... Discriminator Loss: 1.0577... Generator Loss: 0.7185 Epoch 1/1... Discriminator Loss: 1.7123... Generator Loss: 0.4374 Epoch 1/1... Discriminator Loss: 1.5768... Generator Loss: 0.6012 Epoch 1/1... Discriminator Loss: 0.8116... Generator Loss: 0.8361
Epoch 1/1... Discriminator Loss: 1.5208... Generator Loss: 0.5675 Epoch 1/1... Discriminator Loss: 1.3024... Generator Loss: 0.5291 Epoch 1/1... Discriminator Loss: 0.9919... Generator Loss: 0.6596 Epoch 1/1... Discriminator Loss: 1.0320... Generator Loss: 0.7401 Epoch 1/1... Discriminator Loss: 1.6220... Generator Loss: 0.3925 Epoch 1/1... Discriminator Loss: 1.2928... Generator Loss: 0.5781 Epoch 1/1... Discriminator Loss: 1.4825... Generator Loss: 0.4222 Epoch 1/1... Discriminator Loss: 1.3294... Generator Loss: 0.5819 Epoch 1/1... Discriminator Loss: 1.4510... Generator Loss: 0.5237 Epoch 1/1... Discriminator Loss: 1.5301... Generator Loss: 0.3844
Epoch 1/1... Discriminator Loss: 1.0413... Generator Loss: 0.9452 Epoch 1/1... Discriminator Loss: 1.7465... Generator Loss: 0.2560 Epoch 1/1... Discriminator Loss: 0.9884... Generator Loss: 0.5598 Epoch 1/1... Discriminator Loss: 1.8148... Generator Loss: 0.4516 Epoch 1/1... Discriminator Loss: 1.4046... Generator Loss: 0.6735 Epoch 1/1... Discriminator Loss: 1.5444... Generator Loss: 0.4134 Epoch 1/1... Discriminator Loss: 1.2269... Generator Loss: 0.6474 Epoch 1/1... Discriminator Loss: 0.9899... Generator Loss: 1.0254 Epoch 1/1... Discriminator Loss: 1.3318... Generator Loss: 0.5379 Epoch 1/1... Discriminator Loss: 1.1216... Generator Loss: 0.7364
Epoch 1/1... Discriminator Loss: 1.1381... Generator Loss: 0.5925 Epoch 1/1... Discriminator Loss: 2.1020... Generator Loss: 0.3687 Epoch 1/1... Discriminator Loss: 1.2396... Generator Loss: 0.4327 Epoch 1/1... Discriminator Loss: 1.3941... Generator Loss: 0.5471 Epoch 1/1... Discriminator Loss: 1.9627... Generator Loss: 0.4227 Epoch 1/1... Discriminator Loss: 0.8400... Generator Loss: 1.1192 Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 0.7466 Epoch 1/1... Discriminator Loss: 1.4409... Generator Loss: 0.6495 Epoch 1/1... Discriminator Loss: 1.9150... Generator Loss: 0.3609 Epoch 1/1... Discriminator Loss: 1.6635... Generator Loss: 0.5507
Epoch 1/1... Discriminator Loss: 1.2324... Generator Loss: 0.7150 Epoch 1/1... Discriminator Loss: 0.8541... Generator Loss: 1.0655 Epoch 1/1... Discriminator Loss: 1.8974... Generator Loss: 0.3590 Epoch 1/1... Discriminator Loss: 1.5499... Generator Loss: 0.5113 Epoch 1/1... Discriminator Loss: 0.9037... Generator Loss: 0.9081 Epoch 1/1... Discriminator Loss: 1.3370... Generator Loss: 0.5917 Epoch 1/1... Discriminator Loss: 1.4010... Generator Loss: 0.4084 Epoch 1/1... Discriminator Loss: 0.9215... Generator Loss: 0.8200 Epoch 1/1... Discriminator Loss: 1.5605... Generator Loss: 0.3673 Epoch 1/1... Discriminator Loss: 1.2087... Generator Loss: 0.6792
Epoch 1/1... Discriminator Loss: 1.3394... Generator Loss: 0.5804 Epoch 1/1... Discriminator Loss: 1.2132... Generator Loss: 0.7238 Epoch 1/1... Discriminator Loss: 1.3504... Generator Loss: 0.5000 Epoch 1/1... Discriminator Loss: 1.5846... Generator Loss: 0.4687 Epoch 1/1... Discriminator Loss: 1.6503... Generator Loss: 0.3071 Epoch 1/1... Discriminator Loss: 1.1253... Generator Loss: 0.9210 Epoch 1/1... Discriminator Loss: 1.3515... Generator Loss: 0.4449 Epoch 1/1... Discriminator Loss: 1.0564... Generator Loss: 0.7319 Epoch 1/1... Discriminator Loss: 1.5972... Generator Loss: 0.3382 Epoch 1/1... Discriminator Loss: 1.2359... Generator Loss: 0.7298
Epoch 1/1... Discriminator Loss: 1.2387... Generator Loss: 0.5151 Epoch 1/1... Discriminator Loss: 1.2958... Generator Loss: 0.4315 Epoch 1/1... Discriminator Loss: 1.2214... Generator Loss: 0.6199 Epoch 1/1... Discriminator Loss: 1.4028... Generator Loss: 0.5126 Epoch 1/1... Discriminator Loss: 1.4775... Generator Loss: 0.5156 Epoch 1/1... Discriminator Loss: 1.1491... Generator Loss: 0.8342 Epoch 1/1... Discriminator Loss: 1.6165... Generator Loss: 0.5459 Epoch 1/1... Discriminator Loss: 1.9979... Generator Loss: 0.6419 Epoch 1/1... Discriminator Loss: 1.5073... Generator Loss: 0.4528 Epoch 1/1... Discriminator Loss: 1.4421... Generator Loss: 0.4596
Epoch 1/1... Discriminator Loss: 0.8533... Generator Loss: 0.6944 Epoch 1/1... Discriminator Loss: 1.8464... Generator Loss: 0.6064 Epoch 1/1... Discriminator Loss: 1.6427... Generator Loss: 0.4494 Epoch 1/1... Discriminator Loss: 1.3778... Generator Loss: 0.6457 Epoch 1/1... Discriminator Loss: 1.3470... Generator Loss: 0.6084 Epoch 1/1... Discriminator Loss: 0.8900... Generator Loss: 0.7930 Epoch 1/1... Discriminator Loss: 1.2924... Generator Loss: 0.7587 Epoch 1/1... Discriminator Loss: 0.6880... Generator Loss: 1.2501 Epoch 1/1... Discriminator Loss: 1.0111... Generator Loss: 0.6110 Epoch 1/1... Discriminator Loss: 1.2235... Generator Loss: 0.6240
Epoch 1/1... Discriminator Loss: 1.9220... Generator Loss: 0.2747 Epoch 1/1... Discriminator Loss: 1.1472... Generator Loss: 0.5938 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.4940 Epoch 1/1... Discriminator Loss: 1.5005... Generator Loss: 0.4567 Epoch 1/1... Discriminator Loss: 1.3516... Generator Loss: 0.5490 Epoch 1/1... Discriminator Loss: 2.2186... Generator Loss: 0.1922 Epoch 1/1... Discriminator Loss: 1.2146... Generator Loss: 0.6825 Epoch 1/1... Discriminator Loss: 1.5990... Generator Loss: 0.5638 Epoch 1/1... Discriminator Loss: 1.1261... Generator Loss: 0.6646 Epoch 1/1... Discriminator Loss: 0.8945... Generator Loss: 0.8722
Epoch 1/1... Discriminator Loss: 1.8533... Generator Loss: 0.3353 Epoch 1/1... Discriminator Loss: 1.8188... Generator Loss: 0.4006 Epoch 1/1... Discriminator Loss: 1.4435... Generator Loss: 0.4768 Epoch 1/1... Discriminator Loss: 1.4302... Generator Loss: 0.4180 Epoch 1/1... Discriminator Loss: 1.7946... Generator Loss: 0.3654 Epoch 1/1... Discriminator Loss: 1.2500... Generator Loss: 0.5943 Epoch 1/1... Discriminator Loss: 1.6834... Generator Loss: 0.3280 Epoch 1/1... Discriminator Loss: 1.0940... Generator Loss: 0.9938 Epoch 1/1... Discriminator Loss: 1.3255... Generator Loss: 0.7182 Epoch 1/1... Discriminator Loss: 1.1759... Generator Loss: 0.5699
Epoch 1/1... Discriminator Loss: 0.9008... Generator Loss: 0.9488 Epoch 1/1... Discriminator Loss: 1.3676... Generator Loss: 0.3989 Epoch 1/1... Discriminator Loss: 0.5243... Generator Loss: 1.3856 Epoch 1/1... Discriminator Loss: 1.4177... Generator Loss: 0.5049 Epoch 1/1... Discriminator Loss: 1.6771... Generator Loss: 0.5606 Epoch 1/1... Discriminator Loss: 1.3863... Generator Loss: 0.7710 Epoch 1/1... Discriminator Loss: 1.2351... Generator Loss: 0.5229 Epoch 1/1... Discriminator Loss: 1.4988... Generator Loss: 0.5429 Epoch 1/1... Discriminator Loss: 0.8021... Generator Loss: 0.9515 Epoch 1/1... Discriminator Loss: 1.2219... Generator Loss: 0.5602
Epoch 1/1... Discriminator Loss: 1.7814... Generator Loss: 0.4083 Epoch 1/1... Discriminator Loss: 1.1365... Generator Loss: 0.6129 Epoch 1/1... Discriminator Loss: 1.4089... Generator Loss: 0.5070 Epoch 1/1... Discriminator Loss: 1.5799... Generator Loss: 0.4570 Epoch 1/1... Discriminator Loss: 1.7516... Generator Loss: 0.3236 Epoch 1/1... Discriminator Loss: 1.0573... Generator Loss: 0.6204 Epoch 1/1... Discriminator Loss: 2.1581... Generator Loss: 0.2835 Epoch 1/1... Discriminator Loss: 1.5372... Generator Loss: 0.4308 Epoch 1/1... Discriminator Loss: 1.3223... Generator Loss: 0.6033 Epoch 1/1... Discriminator Loss: 1.4905... Generator Loss: 0.5572
Epoch 1/1... Discriminator Loss: 0.8905... Generator Loss: 0.7556 Epoch 1/1... Discriminator Loss: 1.4484... Generator Loss: 0.3977 Epoch 1/1... Discriminator Loss: 1.6990... Generator Loss: 0.4239 Epoch 1/1... Discriminator Loss: 1.5809... Generator Loss: 0.5927 Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 0.9377 Epoch 1/1... Discriminator Loss: 1.4379... Generator Loss: 0.5024 Epoch 1/1... Discriminator Loss: 1.2284... Generator Loss: 0.5169 Epoch 1/1... Discriminator Loss: 1.8444... Generator Loss: 0.3842 Epoch 1/1... Discriminator Loss: 1.6282... Generator Loss: 0.3049 Epoch 1/1... Discriminator Loss: 1.4995... Generator Loss: 0.3858
Epoch 1/1... Discriminator Loss: 1.4997... Generator Loss: 0.4801 Epoch 1/1... Discriminator Loss: 1.5741... Generator Loss: 0.4580 Epoch 1/1... Discriminator Loss: 1.3636... Generator Loss: 0.7956 Epoch 1/1... Discriminator Loss: 1.2339... Generator Loss: 0.4754 Epoch 1/1... Discriminator Loss: 1.7886... Generator Loss: 0.4578 Epoch 1/1... Discriminator Loss: 1.0485... Generator Loss: 0.7734 Epoch 1/1... Discriminator Loss: 1.7190... Generator Loss: 0.4370 Epoch 1/1... Discriminator Loss: 1.3380... Generator Loss: 0.7361 Epoch 1/1... Discriminator Loss: 1.1818... Generator Loss: 0.6354 Epoch 1/1... Discriminator Loss: 1.8313... Generator Loss: 0.4265
Epoch 1/1... Discriminator Loss: 2.0540... Generator Loss: 0.3966 Epoch 1/1... Discriminator Loss: 1.1924... Generator Loss: 0.5435 Epoch 1/1... Discriminator Loss: 1.2461... Generator Loss: 0.7822 Epoch 1/1... Discriminator Loss: 1.4373... Generator Loss: 0.4726 Epoch 1/1... Discriminator Loss: 1.2862... Generator Loss: 0.4855 Epoch 1/1... Discriminator Loss: 1.3157... Generator Loss: 0.7079 Epoch 1/1... Discriminator Loss: 1.1449... Generator Loss: 0.6520 Epoch 1/1... Discriminator Loss: 0.9461... Generator Loss: 0.8864 Epoch 1/1... Discriminator Loss: 0.9260... Generator Loss: 0.6198 Epoch 1/1... Discriminator Loss: 0.7994... Generator Loss: 0.9311
Epoch 1/1... Discriminator Loss: 1.1933... Generator Loss: 0.6127 Epoch 1/1... Discriminator Loss: 1.5505... Generator Loss: 0.5183 Epoch 1/1... Discriminator Loss: 1.4782... Generator Loss: 0.5833 Epoch 1/1... Discriminator Loss: 1.2753... Generator Loss: 0.5408 Epoch 1/1... Discriminator Loss: 0.9267... Generator Loss: 0.8724 Epoch 1/1... Discriminator Loss: 1.1566... Generator Loss: 0.9315 Epoch 1/1... Discriminator Loss: 1.7964... Generator Loss: 0.3647 Epoch 1/1... Discriminator Loss: 1.1653... Generator Loss: 0.6471 Epoch 1/1... Discriminator Loss: 1.4907... Generator Loss: 0.5965 Epoch 1/1... Discriminator Loss: 2.2389... Generator Loss: 0.2864
Epoch 1/1... Discriminator Loss: 1.4287... Generator Loss: 0.7245 Epoch 1/1... Discriminator Loss: 1.2778... Generator Loss: 0.6470 Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 0.8783 Epoch 1/1... Discriminator Loss: 1.2774... Generator Loss: 0.6283 Epoch 1/1... Discriminator Loss: 1.5167... Generator Loss: 0.6240 Epoch 1/1... Discriminator Loss: 1.4789... Generator Loss: 0.4872 Epoch 1/1... Discriminator Loss: 1.4769... Generator Loss: 0.5018 Epoch 1/1... Discriminator Loss: 1.4850... Generator Loss: 0.6237 Epoch 1/1... Discriminator Loss: 1.2523... Generator Loss: 0.5364 Epoch 1/1... Discriminator Loss: 2.0314... Generator Loss: 0.3283
Epoch 1/1... Discriminator Loss: 1.1610... Generator Loss: 0.5743 Epoch 1/1... Discriminator Loss: 0.9875... Generator Loss: 0.6791 Epoch 1/1... Discriminator Loss: 1.4692... Generator Loss: 0.3979 Epoch 1/1... Discriminator Loss: 1.3450... Generator Loss: 0.4960 Epoch 1/1... Discriminator Loss: 1.1171... Generator Loss: 0.8161 Epoch 1/1... Discriminator Loss: 1.5754... Generator Loss: 0.4996 Epoch 1/1... Discriminator Loss: 1.1015... Generator Loss: 0.7171 Epoch 1/1... Discriminator Loss: 1.7148... Generator Loss: 0.4274 Epoch 1/1... Discriminator Loss: 1.5390... Generator Loss: 0.4930 Epoch 1/1... Discriminator Loss: 1.1710... Generator Loss: 0.8305
Epoch 1/1... Discriminator Loss: 1.3372... Generator Loss: 0.7199 Epoch 1/1... Discriminator Loss: 1.2457... Generator Loss: 0.6387 Epoch 1/1... Discriminator Loss: 1.2419... Generator Loss: 0.5998 Epoch 1/1... Discriminator Loss: 1.5690... Generator Loss: 0.4169 Epoch 1/1... Discriminator Loss: 1.4608... Generator Loss: 0.5246 Epoch 1/1... Discriminator Loss: 1.1385... Generator Loss: 0.6782 Epoch 1/1... Discriminator Loss: 1.0042... Generator Loss: 0.7583 Epoch 1/1... Discriminator Loss: 1.5349... Generator Loss: 0.4306 Epoch 1/1... Discriminator Loss: 1.6886... Generator Loss: 0.4162 Epoch 1/1... Discriminator Loss: 1.5214... Generator Loss: 0.4294
Epoch 1/1... Discriminator Loss: 1.5796... Generator Loss: 0.5438 Epoch 1/1... Discriminator Loss: 1.1263... Generator Loss: 0.5335 Epoch 1/1... Discriminator Loss: 1.6537... Generator Loss: 0.5993 Epoch 1/1... Discriminator Loss: 1.2729... Generator Loss: 0.7596 Epoch 1/1... Discriminator Loss: 1.5564... Generator Loss: 0.7049 Epoch 1/1... Discriminator Loss: 1.8941... Generator Loss: 0.5392 Epoch 1/1... Discriminator Loss: 1.0990... Generator Loss: 0.7248 Epoch 1/1... Discriminator Loss: 1.7779... Generator Loss: 0.5518 Epoch 1/1... Discriminator Loss: 1.7562... Generator Loss: 0.6009 Epoch 1/1... Discriminator Loss: 1.5744... Generator Loss: 0.3910
Epoch 1/1... Discriminator Loss: 1.2764... Generator Loss: 0.6590 Epoch 1/1... Discriminator Loss: 1.1642... Generator Loss: 0.5339 Epoch 1/1... Discriminator Loss: 1.2368... Generator Loss: 0.4844 Epoch 1/1... Discriminator Loss: 1.3515... Generator Loss: 0.6357 Epoch 1/1... Discriminator Loss: 1.3315... Generator Loss: 0.5339 Epoch 1/1... Discriminator Loss: 1.1371... Generator Loss: 0.6756 Epoch 1/1... Discriminator Loss: 1.4741... Generator Loss: 0.5017 Epoch 1/1... Discriminator Loss: 1.1259... Generator Loss: 0.6293 Epoch 1/1... Discriminator Loss: 1.3627... Generator Loss: 0.5976 Epoch 1/1... Discriminator Loss: 1.8418... Generator Loss: 0.3355
Epoch 1/1... Discriminator Loss: 1.2586... Generator Loss: 0.5019 Epoch 1/1... Discriminator Loss: 1.2948... Generator Loss: 0.4364 Epoch 1/1... Discriminator Loss: 1.4654... Generator Loss: 0.5095 Epoch 1/1... Discriminator Loss: 1.3708... Generator Loss: 0.5886 Epoch 1/1... Discriminator Loss: 1.3061... Generator Loss: 0.6494 Epoch 1/1... Discriminator Loss: 1.6177... Generator Loss: 0.4065 Epoch 1/1... Discriminator Loss: 1.5687... Generator Loss: 0.5081 Epoch 1/1... Discriminator Loss: 0.6388... Generator Loss: 0.8340 Epoch 1/1... Discriminator Loss: 1.7682... Generator Loss: 0.4057 Epoch 1/1... Discriminator Loss: 0.8000... Generator Loss: 1.0077
Epoch 1/1... Discriminator Loss: 1.3030... Generator Loss: 0.8230 Epoch 1/1... Discriminator Loss: 1.4100... Generator Loss: 0.4624 Epoch 1/1... Discriminator Loss: 1.2186... Generator Loss: 0.6114 Epoch 1/1... Discriminator Loss: 1.4019... Generator Loss: 0.4247 Epoch 1/1... Discriminator Loss: 1.3805... Generator Loss: 0.5475 Epoch 1/1... Discriminator Loss: 1.3296... Generator Loss: 0.6156 Epoch 1/1... Discriminator Loss: 1.5049... Generator Loss: 0.5597 Epoch 1/1... Discriminator Loss: 1.9663... Generator Loss: 0.4421 Epoch 1/1... Discriminator Loss: 1.4601... Generator Loss: 0.5080 Epoch 1/1... Discriminator Loss: 1.2818... Generator Loss: 0.5316
Epoch 1/1... Discriminator Loss: 1.3360... Generator Loss: 0.5717 Epoch 1/1... Discriminator Loss: 0.9510... Generator Loss: 0.9540 Epoch 1/1... Discriminator Loss: 1.3578... Generator Loss: 0.5375 Epoch 1/1... Discriminator Loss: 1.2268... Generator Loss: 0.6125 Epoch 1/1... Discriminator Loss: 1.0252... Generator Loss: 0.6292 Epoch 1/1... Discriminator Loss: 0.9326... Generator Loss: 0.7102 Epoch 1/1... Discriminator Loss: 1.7424... Generator Loss: 0.4084 Epoch 1/1... Discriminator Loss: 1.4662... Generator Loss: 0.8740 Epoch 1/1... Discriminator Loss: 1.2224... Generator Loss: 0.7019 Epoch 1/1... Discriminator Loss: 1.2709... Generator Loss: 0.6359
Epoch 1/1... Discriminator Loss: 1.6250... Generator Loss: 0.4637 Epoch 1/1... Discriminator Loss: 1.3801... Generator Loss: 0.5107 Epoch 1/1... Discriminator Loss: 1.7179... Generator Loss: 0.4885 Epoch 1/1... Discriminator Loss: 1.1825... Generator Loss: 0.6512 Epoch 1/1... Discriminator Loss: 1.1843... Generator Loss: 0.6220 Epoch 1/1... Discriminator Loss: 1.3285... Generator Loss: 0.5109 Epoch 1/1... Discriminator Loss: 1.4330... Generator Loss: 0.6715 Epoch 1/1... Discriminator Loss: 1.4954... Generator Loss: 0.4746 Epoch 1/1... Discriminator Loss: 1.1954... Generator Loss: 0.5837 Epoch 1/1... Discriminator Loss: 1.3726... Generator Loss: 0.6947
Epoch 1/1... Discriminator Loss: 1.4682... Generator Loss: 0.7547 Epoch 1/1... Discriminator Loss: 1.8871... Generator Loss: 0.3777 Epoch 1/1... Discriminator Loss: 1.3224... Generator Loss: 0.4176 Epoch 1/1... Discriminator Loss: 1.2483... Generator Loss: 0.4982 Epoch 1/1... Discriminator Loss: 1.3152... Generator Loss: 0.6222 Epoch 1/1... Discriminator Loss: 1.6506... Generator Loss: 0.3912 Epoch 1/1... Discriminator Loss: 1.4907... Generator Loss: 0.6199 Epoch 1/1... Discriminator Loss: 1.3019... Generator Loss: 0.6552 Epoch 1/1... Discriminator Loss: 0.9557... Generator Loss: 0.9253 Epoch 1/1... Discriminator Loss: 1.2366... Generator Loss: 0.7895
Epoch 1/1... Discriminator Loss: 1.5340... Generator Loss: 0.6171 Epoch 1/1... Discriminator Loss: 1.4788... Generator Loss: 0.5171 Epoch 1/1... Discriminator Loss: 1.4363... Generator Loss: 0.5078 Epoch 1/1... Discriminator Loss: 1.1521... Generator Loss: 0.7917 Epoch 1/1... Discriminator Loss: 1.5638... Generator Loss: 0.5838 Epoch 1/1... Discriminator Loss: 1.2950... Generator Loss: 0.4285 Epoch 1/1... Discriminator Loss: 1.1478... Generator Loss: 0.7869 Epoch 1/1... Discriminator Loss: 2.0608... Generator Loss: 0.3624 Epoch 1/1... Discriminator Loss: 1.6344... Generator Loss: 0.5237 Epoch 1/1... Discriminator Loss: 1.0965... Generator Loss: 0.5491
Epoch 1/1... Discriminator Loss: 1.0493... Generator Loss: 0.6400 Epoch 1/1... Discriminator Loss: 1.1389... Generator Loss: 0.6213 Epoch 1/1... Discriminator Loss: 1.6597... Generator Loss: 0.5962 Epoch 1/1... Discriminator Loss: 0.9483... Generator Loss: 0.7473 Epoch 1/1... Discriminator Loss: 1.8345... Generator Loss: 0.4572 Epoch 1/1... Discriminator Loss: 1.5800... Generator Loss: 0.4232 Epoch 1/1... Discriminator Loss: 1.8626... Generator Loss: 0.4558 Epoch 1/1... Discriminator Loss: 0.8527... Generator Loss: 1.0453 Epoch 1/1... Discriminator Loss: 1.6569... Generator Loss: 0.5070 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.5202
Epoch 1/1... Discriminator Loss: 1.7529... Generator Loss: 0.4360 Epoch 1/1... Discriminator Loss: 1.7011... Generator Loss: 0.4638 Epoch 1/1... Discriminator Loss: 1.1534... Generator Loss: 0.6216 Epoch 1/1... Discriminator Loss: 1.0401... Generator Loss: 0.7236 Epoch 1/1... Discriminator Loss: 1.2495... Generator Loss: 0.5310 Epoch 1/1... Discriminator Loss: 1.5139... Generator Loss: 0.3813 Epoch 1/1... Discriminator Loss: 1.5897... Generator Loss: 0.3329 Epoch 1/1... Discriminator Loss: 1.1191... Generator Loss: 0.6060 Epoch 1/1... Discriminator Loss: 1.5290... Generator Loss: 0.5129 Epoch 1/1... Discriminator Loss: 1.5256... Generator Loss: 0.4387
Epoch 1/1... Discriminator Loss: 1.1751... Generator Loss: 0.6038 Epoch 1/1... Discriminator Loss: 1.4105... Generator Loss: 0.6103 Epoch 1/1... Discriminator Loss: 1.3122... Generator Loss: 0.6401 Epoch 1/1... Discriminator Loss: 1.2169... Generator Loss: 0.5630 Epoch 1/1... Discriminator Loss: 1.1037... Generator Loss: 0.7408 Epoch 1/1... Discriminator Loss: 1.5562... Generator Loss: 0.3905 Epoch 1/1... Discriminator Loss: 0.7152... Generator Loss: 0.8081 Epoch 1/1... Discriminator Loss: 1.7233... Generator Loss: 0.2893 Epoch 1/1... Discriminator Loss: 0.9909... Generator Loss: 0.6629 Epoch 1/1... Discriminator Loss: 1.3725... Generator Loss: 0.4594
Epoch 1/1... Discriminator Loss: 1.4665... Generator Loss: 0.6955 Epoch 1/1... Discriminator Loss: 1.0371... Generator Loss: 0.7946 Epoch 1/1... Discriminator Loss: 1.3832... Generator Loss: 0.8491 Epoch 1/1... Discriminator Loss: 1.7524... Generator Loss: 0.5130 Epoch 1/1... Discriminator Loss: 1.4198... Generator Loss: 0.5129 Epoch 1/1... Discriminator Loss: 0.9833... Generator Loss: 0.8663 Epoch 1/1... Discriminator Loss: 1.6200... Generator Loss: 0.4097 Epoch 1/1... Discriminator Loss: 1.2303... Generator Loss: 0.4956 Epoch 1/1... Discriminator Loss: 1.3588... Generator Loss: 0.5680 Epoch 1/1... Discriminator Loss: 0.8145... Generator Loss: 0.9649
Epoch 1/1... Discriminator Loss: 1.2745... Generator Loss: 0.6440 Epoch 1/1... Discriminator Loss: 1.6588... Generator Loss: 0.7240 Epoch 1/1... Discriminator Loss: 1.1083... Generator Loss: 0.6850 Epoch 1/1... Discriminator Loss: 1.2284... Generator Loss: 0.6606 Epoch 1/1... Discriminator Loss: 1.5378... Generator Loss: 0.4879 Epoch 1/1... Discriminator Loss: 1.1842... Generator Loss: 0.8258 Epoch 1/1... Discriminator Loss: 1.5890... Generator Loss: 0.4931 Epoch 1/1... Discriminator Loss: 1.5582... Generator Loss: 0.5527 Epoch 1/1... Discriminator Loss: 1.3284... Generator Loss: 0.5849 Epoch 1/1... Discriminator Loss: 1.0430... Generator Loss: 0.6426
Epoch 1/1... Discriminator Loss: 1.4465... Generator Loss: 0.4350 Epoch 1/1... Discriminator Loss: 1.6504... Generator Loss: 0.4642 Epoch 1/1... Discriminator Loss: 2.0894... Generator Loss: 0.4990 Epoch 1/1... Discriminator Loss: 1.1978... Generator Loss: 0.6087 Epoch 1/1... Discriminator Loss: 1.6169... Generator Loss: 0.4902 Epoch 1/1... Discriminator Loss: 1.4866... Generator Loss: 0.5170 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.5108 Epoch 1/1... Discriminator Loss: 1.7341... Generator Loss: 0.4367 Epoch 1/1... Discriminator Loss: 1.1958... Generator Loss: 0.8280 Epoch 1/1... Discriminator Loss: 1.5119... Generator Loss: 0.4438
Epoch 1/1... Discriminator Loss: 1.5435... Generator Loss: 0.5500 Epoch 1/1... Discriminator Loss: 1.4871... Generator Loss: 0.4909 Epoch 1/1... Discriminator Loss: 1.0448... Generator Loss: 0.6407 Epoch 1/1... Discriminator Loss: 2.0710... Generator Loss: 0.3648 Epoch 1/1... Discriminator Loss: 0.9397... Generator Loss: 0.6089 Epoch 1/1... Discriminator Loss: 1.4724... Generator Loss: 0.4860 Epoch 1/1... Discriminator Loss: 0.9866... Generator Loss: 0.7400 Epoch 1/1... Discriminator Loss: 1.8343... Generator Loss: 0.4728 Epoch 1/1... Discriminator Loss: 1.0662... Generator Loss: 0.6172 Epoch 1/1... Discriminator Loss: 0.9578... Generator Loss: 0.7328
Epoch 1/1... Discriminator Loss: 1.0798... Generator Loss: 0.7114 Epoch 1/1... Discriminator Loss: 1.7512... Generator Loss: 0.4854 Epoch 1/1... Discriminator Loss: 1.9276... Generator Loss: 0.4808 Epoch 1/1... Discriminator Loss: 1.2092... Generator Loss: 0.6307 Epoch 1/1... Discriminator Loss: 1.7618... Generator Loss: 0.5571 Epoch 1/1... Discriminator Loss: 1.7229... Generator Loss: 0.4779 Epoch 1/1... Discriminator Loss: 1.2958... Generator Loss: 0.6445 Epoch 1/1... Discriminator Loss: 1.3336... Generator Loss: 0.6134 Epoch 1/1... Discriminator Loss: 1.2878... Generator Loss: 0.8139 Epoch 1/1... Discriminator Loss: 1.2180... Generator Loss: 0.5975
Epoch 1/1... Discriminator Loss: 1.7194... Generator Loss: 0.4552 Epoch 1/1... Discriminator Loss: 0.8453... Generator Loss: 0.8844 Epoch 1/1... Discriminator Loss: 1.5221... Generator Loss: 0.6740 Epoch 1/1... Discriminator Loss: 1.3205... Generator Loss: 0.5831 Epoch 1/1... Discriminator Loss: 1.8400... Generator Loss: 0.4219 Epoch 1/1... Discriminator Loss: 0.8223... Generator Loss: 0.8095 Epoch 1/1... Discriminator Loss: 1.5497... Generator Loss: 0.4200 Epoch 1/1... Discriminator Loss: 1.3119... Generator Loss: 0.5959 Epoch 1/1... Discriminator Loss: 1.6597... Generator Loss: 0.4856 Epoch 1/1... Discriminator Loss: 1.5264... Generator Loss: 0.4701
Epoch 1/1... Discriminator Loss: 1.3500... Generator Loss: 0.4777 Epoch 1/1... Discriminator Loss: 0.8953... Generator Loss: 0.6565 Epoch 1/1... Discriminator Loss: 1.2090... Generator Loss: 0.8462 Epoch 1/1... Discriminator Loss: 1.2453... Generator Loss: 0.5699 Epoch 1/1... Discriminator Loss: 1.5979... Generator Loss: 0.5797 Epoch 1/1... Discriminator Loss: 1.9511... Generator Loss: 0.3622 Epoch 1/1... Discriminator Loss: 1.4609... Generator Loss: 0.5727 Epoch 1/1... Discriminator Loss: 1.0821... Generator Loss: 0.7456 Epoch 1/1... Discriminator Loss: 1.4670... Generator Loss: 0.4130 Epoch 1/1... Discriminator Loss: 1.6045... Generator Loss: 0.3677
Epoch 1/1... Discriminator Loss: 1.2038... Generator Loss: 0.5695 Epoch 1/1... Discriminator Loss: 1.0221... Generator Loss: 0.9029 Epoch 1/1... Discriminator Loss: 1.1384... Generator Loss: 0.6986 Epoch 1/1... Discriminator Loss: 1.4073... Generator Loss: 0.6848 Epoch 1/1... Discriminator Loss: 1.0523... Generator Loss: 1.1321 Epoch 1/1... Discriminator Loss: 1.3325... Generator Loss: 0.5799 Epoch 1/1... Discriminator Loss: 1.7953... Generator Loss: 0.2959 Epoch 1/1... Discriminator Loss: 1.5366... Generator Loss: 0.4076 Epoch 1/1... Discriminator Loss: 1.7193... Generator Loss: 0.3632 Epoch 1/1... Discriminator Loss: 1.5457... Generator Loss: 0.3730
Epoch 1/1... Discriminator Loss: 1.5688... Generator Loss: 0.5006 Epoch 1/1... Discriminator Loss: 1.0464... Generator Loss: 0.5833 Epoch 1/1... Discriminator Loss: 1.2194... Generator Loss: 0.6222 Epoch 1/1... Discriminator Loss: 1.5751... Generator Loss: 0.3855 Epoch 1/1... Discriminator Loss: 1.6940... Generator Loss: 0.4126 Epoch 1/1... Discriminator Loss: 1.5290... Generator Loss: 0.4940 Epoch 1/1... Discriminator Loss: 1.2142... Generator Loss: 0.7331 Epoch 1/1... Discriminator Loss: 1.7052... Generator Loss: 0.3865 Epoch 1/1... Discriminator Loss: 1.2555... Generator Loss: 0.5566 Epoch 1/1... Discriminator Loss: 1.2444... Generator Loss: 0.6270
Epoch 1/1... Discriminator Loss: 1.1057... Generator Loss: 0.6853 Epoch 1/1... Discriminator Loss: 1.2694... Generator Loss: 0.5855 Epoch 1/1... Discriminator Loss: 1.2530... Generator Loss: 0.5769 Epoch 1/1... Discriminator Loss: 1.0751... Generator Loss: 0.8617 Epoch 1/1... Discriminator Loss: 1.8610... Generator Loss: 0.4249 Epoch 1/1... Discriminator Loss: 1.5991... Generator Loss: 0.4758 Epoch 1/1... Discriminator Loss: 1.5263... Generator Loss: 0.4422 Epoch 1/1... Discriminator Loss: 1.2538... Generator Loss: 0.5862 Epoch 1/1... Discriminator Loss: 1.0628... Generator Loss: 0.7492 Epoch 1/1... Discriminator Loss: 1.0893... Generator Loss: 0.5663
Epoch 1/1... Discriminator Loss: 1.2770... Generator Loss: 0.5513 Epoch 1/1... Discriminator Loss: 1.0885... Generator Loss: 0.6218 Epoch 1/1... Discriminator Loss: 1.1828... Generator Loss: 0.5329 Epoch 1/1... Discriminator Loss: 1.8477... Generator Loss: 0.5868 Epoch 1/1... Discriminator Loss: 1.0654... Generator Loss: 0.5910 Epoch 1/1... Discriminator Loss: 1.0090... Generator Loss: 0.6798 Epoch 1/1... Discriminator Loss: 2.2253... Generator Loss: 0.3210 Epoch 1/1... Discriminator Loss: 1.4034... Generator Loss: 0.5036 Epoch 1/1... Discriminator Loss: 1.8567... Generator Loss: 0.3663 Epoch 1/1... Discriminator Loss: 1.4229... Generator Loss: 0.3983
Epoch 1/1... Discriminator Loss: 1.7809... Generator Loss: 0.3797 Epoch 1/1... Discriminator Loss: 1.4226... Generator Loss: 0.6352 Epoch 1/1... Discriminator Loss: 1.3302... Generator Loss: 0.7236 Epoch 1/1... Discriminator Loss: 1.4657... Generator Loss: 0.5248 Epoch 1/1... Discriminator Loss: 1.5603... Generator Loss: 0.4204 Epoch 1/1... Discriminator Loss: 1.2837... Generator Loss: 0.5432 Epoch 1/1... Discriminator Loss: 0.8922... Generator Loss: 0.7471 Epoch 1/1... Discriminator Loss: 1.1683... Generator Loss: 0.8169 Epoch 1/1... Discriminator Loss: 1.6786... Generator Loss: 0.4871 Epoch 1/1... Discriminator Loss: 1.8586... Generator Loss: 0.5506
Epoch 1/1... Discriminator Loss: 1.8389... Generator Loss: 0.3978 Epoch 1/1... Discriminator Loss: 1.6764... Generator Loss: 0.5496 Epoch 1/1... Discriminator Loss: 1.9889... Generator Loss: 0.5047 Epoch 1/1... Discriminator Loss: 1.6506... Generator Loss: 0.5060 Epoch 1/1... Discriminator Loss: 1.5714... Generator Loss: 0.4200 Epoch 1/1... Discriminator Loss: 1.5388... Generator Loss: 0.5376 Epoch 1/1... Discriminator Loss: 1.2156... Generator Loss: 0.6694 Epoch 1/1... Discriminator Loss: 1.0153... Generator Loss: 0.8626 Epoch 1/1... Discriminator Loss: 1.9388... Generator Loss: 0.3477 Epoch 1/1... Discriminator Loss: 1.5652... Generator Loss: 0.4728
Epoch 1/1... Discriminator Loss: 1.5254... Generator Loss: 0.4954 Epoch 1/1... Discriminator Loss: 0.7324... Generator Loss: 1.2184 Epoch 1/1... Discriminator Loss: 1.2885... Generator Loss: 0.5693 Epoch 1/1... Discriminator Loss: 1.7060... Generator Loss: 0.5996 Epoch 1/1... Discriminator Loss: 1.3319... Generator Loss: 0.4442 Epoch 1/1... Discriminator Loss: 0.6902... Generator Loss: 0.9298 Epoch 1/1... Discriminator Loss: 1.0794... Generator Loss: 0.8836 Epoch 1/1... Discriminator Loss: 1.3607... Generator Loss: 0.6585 Epoch 1/1... Discriminator Loss: 0.7351... Generator Loss: 1.2831 Epoch 1/1... Discriminator Loss: 1.5584... Generator Loss: 0.4166
Epoch 1/1... Discriminator Loss: 1.7839... Generator Loss: 0.5248 Epoch 1/1... Discriminator Loss: 1.3170... Generator Loss: 0.4963 Epoch 1/1... Discriminator Loss: 2.2216... Generator Loss: 0.5901 Epoch 1/1... Discriminator Loss: 1.4947... Generator Loss: 0.4549 Epoch 1/1... Discriminator Loss: 1.2282... Generator Loss: 0.8259 Epoch 1/1... Discriminator Loss: 1.2942... Generator Loss: 0.4588 Epoch 1/1... Discriminator Loss: 1.5456... Generator Loss: 0.5443 Epoch 1/1... Discriminator Loss: 1.2341... Generator Loss: 0.5914 Epoch 1/1... Discriminator Loss: 1.5307... Generator Loss: 0.4715 Epoch 1/1... Discriminator Loss: 1.0177... Generator Loss: 0.8033
Epoch 1/1... Discriminator Loss: 1.4441... Generator Loss: 0.4149 Epoch 1/1... Discriminator Loss: 1.3215... Generator Loss: 0.6137 Epoch 1/1... Discriminator Loss: 1.4119... Generator Loss: 0.5296 Epoch 1/1... Discriminator Loss: 1.7192... Generator Loss: 0.4285 Epoch 1/1... Discriminator Loss: 1.0773... Generator Loss: 0.7839 Epoch 1/1... Discriminator Loss: 1.2066... Generator Loss: 0.6249 Epoch 1/1... Discriminator Loss: 1.1972... Generator Loss: 0.7335 Epoch 1/1... Discriminator Loss: 1.6888... Generator Loss: 0.3534 Epoch 1/1... Discriminator Loss: 1.4285... Generator Loss: 0.4711 Epoch 1/1... Discriminator Loss: 1.4651... Generator Loss: 0.6114
Epoch 1/1... Discriminator Loss: 1.7850... Generator Loss: 0.4225 Epoch 1/1... Discriminator Loss: 1.4856... Generator Loss: 0.4817 Epoch 1/1... Discriminator Loss: 1.1246... Generator Loss: 0.7098 Epoch 1/1... Discriminator Loss: 1.4830... Generator Loss: 0.5302 Epoch 1/1... Discriminator Loss: 1.0371... Generator Loss: 0.6332 Epoch 1/1... Discriminator Loss: 1.0970... Generator Loss: 0.6992 Epoch 1/1... Discriminator Loss: 1.9230... Generator Loss: 0.4922 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.5564 Epoch 1/1... Discriminator Loss: 1.8640... Generator Loss: 0.3233 Epoch 1/1... Discriminator Loss: 1.3235... Generator Loss: 0.5714
Epoch 1/1... Discriminator Loss: 1.2076... Generator Loss: 0.6526 Epoch 1/1... Discriminator Loss: 1.3799... Generator Loss: 0.4716 Epoch 1/1... Discriminator Loss: 1.4765... Generator Loss: 0.6245 Epoch 1/1... Discriminator Loss: 1.4318... Generator Loss: 0.5868 Epoch 1/1... Discriminator Loss: 1.5374... Generator Loss: 0.4014 Epoch 1/1... Discriminator Loss: 1.2119... Generator Loss: 0.6838 Epoch 1/1... Discriminator Loss: 1.3263... Generator Loss: 0.7753 Epoch 1/1... Discriminator Loss: 1.3271... Generator Loss: 0.6507 Epoch 1/1... Discriminator Loss: 1.0307... Generator Loss: 0.7477 Epoch 1/1... Discriminator Loss: 1.5766... Generator Loss: 0.4919
Epoch 1/1... Discriminator Loss: 1.5929... Generator Loss: 0.3836 Epoch 1/1... Discriminator Loss: 1.0646... Generator Loss: 0.6104 Epoch 1/1... Discriminator Loss: 1.7135... Generator Loss: 0.3526 Epoch 1/1... Discriminator Loss: 1.1444... Generator Loss: 0.6187 Epoch 1/1... Discriminator Loss: 1.3209... Generator Loss: 0.5222 Epoch 1/1... Discriminator Loss: 1.3803... Generator Loss: 0.6391 Epoch 1/1... Discriminator Loss: 1.3460... Generator Loss: 0.6159 Epoch 1/1... Discriminator Loss: 1.9824... Generator Loss: 0.4516 Epoch 1/1... Discriminator Loss: 1.3758... Generator Loss: 0.4961 Epoch 1/1... Discriminator Loss: 1.4433... Generator Loss: 0.3962
Epoch 1/1... Discriminator Loss: 1.8420... Generator Loss: 0.4739 Epoch 1/1... Discriminator Loss: 1.2580... Generator Loss: 0.5244 Epoch 1/1... Discriminator Loss: 0.9672... Generator Loss: 0.7528 Epoch 1/1... Discriminator Loss: 1.6890... Generator Loss: 0.4256 Epoch 1/1... Discriminator Loss: 1.3092... Generator Loss: 0.4988 Epoch 1/1... Discriminator Loss: 1.5604... Generator Loss: 0.3622 Epoch 1/1... Discriminator Loss: 1.6514... Generator Loss: 0.5753 Epoch 1/1... Discriminator Loss: 1.2973... Generator Loss: 0.6064 Epoch 1/1... Discriminator Loss: 1.0500... Generator Loss: 0.7488 Epoch 1/1... Discriminator Loss: 0.8171... Generator Loss: 0.9362
Epoch 1/1... Discriminator Loss: 1.3707... Generator Loss: 0.5672 Epoch 1/1... Discriminator Loss: 1.3156... Generator Loss: 0.4992 Epoch 1/1... Discriminator Loss: 1.1697... Generator Loss: 0.4990 Epoch 1/1... Discriminator Loss: 1.1858... Generator Loss: 0.7122 Epoch 1/1... Discriminator Loss: 1.3969... Generator Loss: 0.6745 Epoch 1/1... Discriminator Loss: 1.3126... Generator Loss: 0.5297 Epoch 1/1... Discriminator Loss: 1.3534... Generator Loss: 0.5884 Epoch 1/1... Discriminator Loss: 0.9834... Generator Loss: 0.6004 Epoch 1/1... Discriminator Loss: 0.8546... Generator Loss: 0.9574 Epoch 1/1... Discriminator Loss: 1.3318... Generator Loss: 0.6174
Epoch 1/1... Discriminator Loss: 1.7242... Generator Loss: 0.4465 Epoch 1/1... Discriminator Loss: 0.9936... Generator Loss: 0.6484 Epoch 1/1... Discriminator Loss: 1.3403... Generator Loss: 0.6006 Epoch 1/1... Discriminator Loss: 1.3748... Generator Loss: 0.4176 Epoch 1/1... Discriminator Loss: 1.2766... Generator Loss: 0.5420 Epoch 1/1... Discriminator Loss: 1.3014... Generator Loss: 0.5226 Epoch 1/1... Discriminator Loss: 1.0260... Generator Loss: 0.6099 Epoch 1/1... Discriminator Loss: 0.8275... Generator Loss: 0.9545 Epoch 1/1... Discriminator Loss: 1.2953... Generator Loss: 0.8255 Epoch 1/1... Discriminator Loss: 1.6225... Generator Loss: 0.4905
Epoch 1/1... Discriminator Loss: 1.2305... Generator Loss: 0.5781 Epoch 1/1... Discriminator Loss: 1.4747... Generator Loss: 0.3982 Epoch 1/1... Discriminator Loss: 1.5286... Generator Loss: 0.7019 Epoch 1/1... Discriminator Loss: 1.9923... Generator Loss: 0.5195 Epoch 1/1... Discriminator Loss: 2.0168... Generator Loss: 0.3240 Epoch 1/1... Discriminator Loss: 1.4877... Generator Loss: 0.4299 Epoch 1/1... Discriminator Loss: 1.1024... Generator Loss: 0.7170 Epoch 1/1... Discriminator Loss: 1.2958... Generator Loss: 0.6362 Epoch 1/1... Discriminator Loss: 1.2702... Generator Loss: 0.6121 Epoch 1/1... Discriminator Loss: 1.0609... Generator Loss: 0.6639
Epoch 1/1... Discriminator Loss: 2.5503... Generator Loss: 0.1807 Epoch 1/1... Discriminator Loss: 2.2260... Generator Loss: 0.3013 Epoch 1/1... Discriminator Loss: 1.6917... Generator Loss: 0.4036 Epoch 1/1... Discriminator Loss: 1.4218... Generator Loss: 0.6133 Epoch 1/1... Discriminator Loss: 1.1005... Generator Loss: 0.7473 Epoch 1/1... Discriminator Loss: 2.1199... Generator Loss: 0.3971 Epoch 1/1... Discriminator Loss: 1.2146... Generator Loss: 0.6073 Epoch 1/1... Discriminator Loss: 1.5469... Generator Loss: 0.6766 Epoch 1/1... Discriminator Loss: 1.1776... Generator Loss: 0.5838 Epoch 1/1... Discriminator Loss: 1.5201... Generator Loss: 0.4899
Epoch 1/1... Discriminator Loss: 1.1909... Generator Loss: 0.7359 Epoch 1/1... Discriminator Loss: 1.1351... Generator Loss: 0.6756 Epoch 1/1... Discriminator Loss: 1.5747... Generator Loss: 0.6565 Epoch 1/1... Discriminator Loss: 1.1984... Generator Loss: 0.4813 Epoch 1/1... Discriminator Loss: 1.4297... Generator Loss: 0.5350 Epoch 1/1... Discriminator Loss: 2.0980... Generator Loss: 0.3782 Epoch 1/1... Discriminator Loss: 1.2242... Generator Loss: 0.6678 Epoch 1/1... Discriminator Loss: 1.3436... Generator Loss: 0.8039 Epoch 1/1... Discriminator Loss: 1.7905... Generator Loss: 0.3948 Epoch 1/1... Discriminator Loss: 1.2432... Generator Loss: 0.7389
Epoch 1/1... Discriminator Loss: 1.7771... Generator Loss: 0.3853 Epoch 1/1... Discriminator Loss: 1.3480... Generator Loss: 0.6688 Epoch 1/1... Discriminator Loss: 1.5641... Generator Loss: 0.4424 Epoch 1/1... Discriminator Loss: 1.3101... Generator Loss: 0.4232 Epoch 1/1... Discriminator Loss: 0.9537... Generator Loss: 0.7139 Epoch 1/1... Discriminator Loss: 1.1388... Generator Loss: 0.7029 Epoch 1/1... Discriminator Loss: 0.9956... Generator Loss: 0.7394 Epoch 1/1... Discriminator Loss: 1.7167... Generator Loss: 0.4792 Epoch 1/1... Discriminator Loss: 1.6910... Generator Loss: 0.5027 Epoch 1/1... Discriminator Loss: 1.2488... Generator Loss: 0.4756
Epoch 1/1... Discriminator Loss: 0.7690... Generator Loss: 0.9391 Epoch 1/1... Discriminator Loss: 1.4588... Generator Loss: 0.5898 Epoch 1/1... Discriminator Loss: 1.7369... Generator Loss: 0.4203 Epoch 1/1... Discriminator Loss: 1.4408... Generator Loss: 0.5445 Epoch 1/1... Discriminator Loss: 1.5063... Generator Loss: 0.7608 Epoch 1/1... Discriminator Loss: 0.8812... Generator Loss: 0.7901 Epoch 1/1... Discriminator Loss: 1.1951... Generator Loss: 0.8532 Epoch 1/1... Discriminator Loss: 1.0432... Generator Loss: 0.5623 Epoch 1/1... Discriminator Loss: 0.9826... Generator Loss: 0.8942 Epoch 1/1... Discriminator Loss: 1.1224... Generator Loss: 0.6565
Epoch 1/1... Discriminator Loss: 1.0950... Generator Loss: 0.6796 Epoch 1/1... Discriminator Loss: 1.6662... Generator Loss: 0.4709 Epoch 1/1... Discriminator Loss: 1.2572... Generator Loss: 0.6807 Epoch 1/1... Discriminator Loss: 1.4699... Generator Loss: 0.5528 Epoch 1/1... Discriminator Loss: 1.6458... Generator Loss: 0.3895 Epoch 1/1... Discriminator Loss: 1.7291... Generator Loss: 0.5449 Epoch 1/1... Discriminator Loss: 1.2292... Generator Loss: 0.5142 Epoch 1/1... Discriminator Loss: 1.8312... Generator Loss: 0.4177 Epoch 1/1... Discriminator Loss: 1.7292... Generator Loss: 0.4504 Epoch 1/1... Discriminator Loss: 1.1792... Generator Loss: 0.6095
Epoch 1/1... Discriminator Loss: 1.7064... Generator Loss: 0.5647 Epoch 1/1... Discriminator Loss: 1.5476... Generator Loss: 0.5326 Epoch 1/1... Discriminator Loss: 1.3849... Generator Loss: 0.5886 Epoch 1/1... Discriminator Loss: 0.9172... Generator Loss: 0.7613 Epoch 1/1... Discriminator Loss: 1.2548... Generator Loss: 0.6161 Epoch 1/1... Discriminator Loss: 1.0585... Generator Loss: 0.7854 Epoch 1/1... Discriminator Loss: 1.4304... Generator Loss: 0.4600 Epoch 1/1... Discriminator Loss: 1.3036... Generator Loss: 0.5314 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 0.8396 Epoch 1/1... Discriminator Loss: 1.5930... Generator Loss: 0.4390
Epoch 1/1... Discriminator Loss: 1.5666... Generator Loss: 0.5359 Epoch 1/1... Discriminator Loss: 1.5650... Generator Loss: 0.4101 Epoch 1/1... Discriminator Loss: 1.1831... Generator Loss: 0.6282 Epoch 1/1... Discriminator Loss: 1.5469... Generator Loss: 0.5610 Epoch 1/1... Discriminator Loss: 1.1557... Generator Loss: 0.5924 Epoch 1/1... Discriminator Loss: 1.6003... Generator Loss: 0.4720 Epoch 1/1... Discriminator Loss: 1.4825... Generator Loss: 0.4815 Epoch 1/1... Discriminator Loss: 1.7561... Generator Loss: 0.7773 Epoch 1/1... Discriminator Loss: 1.0920... Generator Loss: 0.7012 Epoch 1/1... Discriminator Loss: 1.3698... Generator Loss: 0.6837
Epoch 1/1... Discriminator Loss: 1.1720... Generator Loss: 0.7162 Epoch 1/1... Discriminator Loss: 1.8557... Generator Loss: 0.6776 Epoch 1/1... Discriminator Loss: 1.3604... Generator Loss: 0.6202 Epoch 1/1... Discriminator Loss: 1.4983... Generator Loss: 0.5752 Epoch 1/1... Discriminator Loss: 1.7258... Generator Loss: 0.5445 Epoch 1/1... Discriminator Loss: 1.4476... Generator Loss: 0.4527 Epoch 1/1... Discriminator Loss: 1.1337... Generator Loss: 0.5698 Epoch 1/1... Discriminator Loss: 2.0046... Generator Loss: 0.3174 Epoch 1/1... Discriminator Loss: 1.2052... Generator Loss: 0.6685 Epoch 1/1... Discriminator Loss: 1.0594... Generator Loss: 0.6729
Epoch 1/1... Discriminator Loss: 1.5961... Generator Loss: 0.4871 Epoch 1/1... Discriminator Loss: 1.4224... Generator Loss: 0.5608 Epoch 1/1... Discriminator Loss: 1.0721... Generator Loss: 0.7733 Epoch 1/1... Discriminator Loss: 1.1213... Generator Loss: 0.6836 Epoch 1/1... Discriminator Loss: 1.2630... Generator Loss: 0.6366 Epoch 1/1... Discriminator Loss: 1.5328... Generator Loss: 0.6806 Epoch 1/1... Discriminator Loss: 0.6667... Generator Loss: 1.1420 Epoch 1/1... Discriminator Loss: 1.0612... Generator Loss: 0.6460 Epoch 1/1... Discriminator Loss: 1.4962... Generator Loss: 0.4059 Epoch 1/1... Discriminator Loss: 1.3799... Generator Loss: 0.5750
Epoch 1/1... Discriminator Loss: 1.3725... Generator Loss: 0.6317 Epoch 1/1... Discriminator Loss: 1.1443... Generator Loss: 0.6612 Epoch 1/1... Discriminator Loss: 0.9231... Generator Loss: 0.8887 Epoch 1/1... Discriminator Loss: 2.3184... Generator Loss: 0.2615 Epoch 1/1... Discriminator Loss: 0.9333... Generator Loss: 0.7840 Epoch 1/1... Discriminator Loss: 1.2107... Generator Loss: 0.7723 Epoch 1/1... Discriminator Loss: 1.6488... Generator Loss: 0.3839 Epoch 1/1... Discriminator Loss: 1.1023... Generator Loss: 0.6313 Epoch 1/1... Discriminator Loss: 1.2850... Generator Loss: 0.6372 Epoch 1/1... Discriminator Loss: 1.6806... Generator Loss: 0.4714
Epoch 1/1... Discriminator Loss: 0.9731... Generator Loss: 0.7308 Epoch 1/1... Discriminator Loss: 1.0852... Generator Loss: 0.7389 Epoch 1/1... Discriminator Loss: 1.3370... Generator Loss: 0.6440 Epoch 1/1... Discriminator Loss: 1.6970... Generator Loss: 0.3895 Epoch 1/1... Discriminator Loss: 1.5132... Generator Loss: 0.4918 Epoch 1/1... Discriminator Loss: 1.4496... Generator Loss: 0.3944 Epoch 1/1... Discriminator Loss: 1.4192... Generator Loss: 0.5358 Epoch 1/1... Discriminator Loss: 1.3683... Generator Loss: 0.6058 Epoch 1/1... Discriminator Loss: 1.8480... Generator Loss: 0.5104 Epoch 1/1... Discriminator Loss: 1.5968... Generator Loss: 0.7024
Epoch 1/1... Discriminator Loss: 0.8731... Generator Loss: 0.9881 Epoch 1/1... Discriminator Loss: 1.5307... Generator Loss: 0.4548 Epoch 1/1... Discriminator Loss: 1.6986... Generator Loss: 0.4045 Epoch 1/1... Discriminator Loss: 1.2183... Generator Loss: 0.7389 Epoch 1/1... Discriminator Loss: 1.5422... Generator Loss: 0.4574 Epoch 1/1... Discriminator Loss: 1.1863... Generator Loss: 0.5402 Epoch 1/1... Discriminator Loss: 1.9058... Generator Loss: 0.3006 Epoch 1/1... Discriminator Loss: 1.3925... Generator Loss: 0.4631 Epoch 1/1... Discriminator Loss: 1.2322... Generator Loss: 0.5414 Epoch 1/1... Discriminator Loss: 1.8134... Generator Loss: 0.3632
Epoch 1/1... Discriminator Loss: 0.4002... Generator Loss: 1.3627 Epoch 1/1... Discriminator Loss: 1.6563... Generator Loss: 0.4607 Epoch 1/1... Discriminator Loss: 1.5900... Generator Loss: 0.7029 Epoch 1/1... Discriminator Loss: 1.4435... Generator Loss: 0.6652 Epoch 1/1... Discriminator Loss: 1.4116... Generator Loss: 0.5269 Epoch 1/1... Discriminator Loss: 1.1568... Generator Loss: 0.8221 Epoch 1/1... Discriminator Loss: 1.5510... Generator Loss: 0.4361 Epoch 1/1... Discriminator Loss: 1.8980... Generator Loss: 0.3862 Epoch 1/1... Discriminator Loss: 1.2376... Generator Loss: 0.6238 Epoch 1/1... Discriminator Loss: 1.4900... Generator Loss: 0.4810
Epoch 1/1... Discriminator Loss: 1.1433... Generator Loss: 0.5976 Epoch 1/1... Discriminator Loss: 1.4018... Generator Loss: 0.4268 Epoch 1/1... Discriminator Loss: 1.1265... Generator Loss: 0.9523 Epoch 1/1... Discriminator Loss: 1.5261... Generator Loss: 0.4822 Epoch 1/1... Discriminator Loss: 1.2275... Generator Loss: 0.5712 Epoch 1/1... Discriminator Loss: 1.2722... Generator Loss: 0.5556 Epoch 1/1... Discriminator Loss: 1.4785... Generator Loss: 0.4572 Epoch 1/1... Discriminator Loss: 1.4581... Generator Loss: 0.3407 Epoch 1/1... Discriminator Loss: 1.5455... Generator Loss: 0.6028 Epoch 1/1... Discriminator Loss: 1.2708... Generator Loss: 0.5752
Epoch 1/1... Discriminator Loss: 1.1506... Generator Loss: 0.5973 Epoch 1/1... Discriminator Loss: 1.1734... Generator Loss: 0.6550 Epoch 1/1... Discriminator Loss: 1.4446... Generator Loss: 0.6053 Epoch 1/1... Discriminator Loss: 1.3557... Generator Loss: 0.5875 Epoch 1/1... Discriminator Loss: 1.1286... Generator Loss: 0.7314 Epoch 1/1... Discriminator Loss: 1.2349... Generator Loss: 0.6585 Epoch 1/1... Discriminator Loss: 0.9085... Generator Loss: 0.7045 Epoch 1/1... Discriminator Loss: 1.6337... Generator Loss: 0.4563 Epoch 1/1... Discriminator Loss: 1.0306... Generator Loss: 0.6809 Epoch 1/1... Discriminator Loss: 1.0442... Generator Loss: 0.7249
Epoch 1/1... Discriminator Loss: 1.2449... Generator Loss: 0.6963 Epoch 1/1... Discriminator Loss: 1.9527... Generator Loss: 0.3677 Epoch 1/1... Discriminator Loss: 1.0590... Generator Loss: 0.6302 Epoch 1/1... Discriminator Loss: 1.5806... Generator Loss: 0.5761 Epoch 1/1... Discriminator Loss: 1.4657... Generator Loss: 0.6276 Epoch 1/1... Discriminator Loss: 1.0233... Generator Loss: 0.7919 Epoch 1/1... Discriminator Loss: 1.4747... Generator Loss: 0.5407 Epoch 1/1... Discriminator Loss: 1.0588... Generator Loss: 0.6349 Epoch 1/1... Discriminator Loss: 1.9118... Generator Loss: 0.2746 Epoch 1/1... Discriminator Loss: 1.2848... Generator Loss: 0.5315
Epoch 1/1... Discriminator Loss: 1.5583... Generator Loss: 0.6336 Epoch 1/1... Discriminator Loss: 1.3992... Generator Loss: 0.4449 Epoch 1/1... Discriminator Loss: 0.9656... Generator Loss: 0.7341 Epoch 1/1... Discriminator Loss: 1.3049... Generator Loss: 0.6086 Epoch 1/1... Discriminator Loss: 1.5384... Generator Loss: 0.5859 Epoch 1/1... Discriminator Loss: 0.5435... Generator Loss: 1.1503 Epoch 1/1... Discriminator Loss: 0.8033... Generator Loss: 0.8593 Epoch 1/1... Discriminator Loss: 1.9595... Generator Loss: 0.3444 Epoch 1/1... Discriminator Loss: 1.1410... Generator Loss: 0.7618 Epoch 1/1... Discriminator Loss: 1.4018... Generator Loss: 0.7252
Epoch 1/1... Discriminator Loss: 1.3081... Generator Loss: 0.4376 Epoch 1/1... Discriminator Loss: 1.7687... Generator Loss: 0.5503 Epoch 1/1... Discriminator Loss: 1.3031... Generator Loss: 0.6847 Epoch 1/1... Discriminator Loss: 1.4001... Generator Loss: 0.5026 Epoch 1/1... Discriminator Loss: 1.8011... Generator Loss: 0.5260 Epoch 1/1... Discriminator Loss: 1.1372... Generator Loss: 0.6738 Epoch 1/1... Discriminator Loss: 1.2529... Generator Loss: 0.6075 Epoch 1/1... Discriminator Loss: 1.3088... Generator Loss: 0.5471 Epoch 1/1... Discriminator Loss: 1.4760... Generator Loss: 0.4810 Epoch 1/1... Discriminator Loss: 1.1585... Generator Loss: 0.5413
Epoch 1/1... Discriminator Loss: 1.5704... Generator Loss: 0.5760 Epoch 1/1... Discriminator Loss: 1.1926... Generator Loss: 0.5941 Epoch 1/1... Discriminator Loss: 1.8015... Generator Loss: 0.3396 Epoch 1/1... Discriminator Loss: 1.2665... Generator Loss: 0.7192 Epoch 1/1... Discriminator Loss: 1.1291... Generator Loss: 0.8690 Epoch 1/1... Discriminator Loss: 1.5237... Generator Loss: 0.4872 Epoch 1/1... Discriminator Loss: 1.0640... Generator Loss: 0.7794 Epoch 1/1... Discriminator Loss: 1.3673... Generator Loss: 0.7763 Epoch 1/1... Discriminator Loss: 1.2078... Generator Loss: 0.6824 Epoch 1/1... Discriminator Loss: 1.1004... Generator Loss: 1.0737
Epoch 1/1... Discriminator Loss: 1.1365... Generator Loss: 0.6237 Epoch 1/1... Discriminator Loss: 1.2896... Generator Loss: 0.5095 Epoch 1/1... Discriminator Loss: 0.9585... Generator Loss: 0.7249 Epoch 1/1... Discriminator Loss: 1.1742... Generator Loss: 0.6926 Epoch 1/1... Discriminator Loss: 1.2869... Generator Loss: 0.4480 Epoch 1/1... Discriminator Loss: 1.2224... Generator Loss: 0.5488 Epoch 1/1... Discriminator Loss: 1.5250... Generator Loss: 0.4988 Epoch 1/1... Discriminator Loss: 1.2080... Generator Loss: 0.6006 Epoch 1/1... Discriminator Loss: 1.5944... Generator Loss: 0.4742 Epoch 1/1... Discriminator Loss: 1.3091... Generator Loss: 0.6608
Epoch 1/1... Discriminator Loss: 1.0104... Generator Loss: 0.7130 Epoch 1/1... Discriminator Loss: 1.3215... Generator Loss: 0.7261 Epoch 1/1... Discriminator Loss: 1.5387... Generator Loss: 0.6389 Epoch 1/1... Discriminator Loss: 1.2939... Generator Loss: 0.6607 Epoch 1/1... Discriminator Loss: 1.2235... Generator Loss: 0.5815 Epoch 1/1... Discriminator Loss: 1.3893... Generator Loss: 0.5405 Epoch 1/1... Discriminator Loss: 1.2512... Generator Loss: 0.4780 Epoch 1/1... Discriminator Loss: 1.3576... Generator Loss: 0.6984 Epoch 1/1... Discriminator Loss: 1.2157... Generator Loss: 0.6246 Epoch 1/1... Discriminator Loss: 2.2020... Generator Loss: 0.3451
Epoch 1/1... Discriminator Loss: 1.6059... Generator Loss: 0.4306 Epoch 1/1... Discriminator Loss: 1.0524... Generator Loss: 0.6800 Epoch 1/1... Discriminator Loss: 1.7063... Generator Loss: 0.5692 Epoch 1/1... Discriminator Loss: 1.4580... Generator Loss: 0.4699 Epoch 1/1... Discriminator Loss: 1.4296... Generator Loss: 0.5394 Epoch 1/1... Discriminator Loss: 1.0990... Generator Loss: 0.5756 Epoch 1/1... Discriminator Loss: 1.3827... Generator Loss: 0.5077 Epoch 1/1... Discriminator Loss: 1.5087... Generator Loss: 0.4044 Epoch 1/1... Discriminator Loss: 1.3413... Generator Loss: 0.6584 Epoch 1/1... Discriminator Loss: 1.3262... Generator Loss: 0.5326
Epoch 1/1... Discriminator Loss: 1.6576... Generator Loss: 0.4294 Epoch 1/1... Discriminator Loss: 1.1991... Generator Loss: 0.4509 Epoch 1/1... Discriminator Loss: 1.7373... Generator Loss: 0.5196 Epoch 1/1... Discriminator Loss: 1.1244... Generator Loss: 0.6378 Epoch 1/1... Discriminator Loss: 1.0467... Generator Loss: 0.5608 Epoch 1/1... Discriminator Loss: 1.2905... Generator Loss: 0.7382 Epoch 1/1... Discriminator Loss: 0.9193... Generator Loss: 0.7006 Epoch 1/1... Discriminator Loss: 1.3095... Generator Loss: 0.5072 Epoch 1/1... Discriminator Loss: 1.3950... Generator Loss: 0.6810 Epoch 1/1... Discriminator Loss: 1.4084... Generator Loss: 0.4223
Epoch 1/1... Discriminator Loss: 0.7668... Generator Loss: 1.0182 Epoch 1/1... Discriminator Loss: 1.1600... Generator Loss: 0.8302 Epoch 1/1... Discriminator Loss: 1.2655... Generator Loss: 0.7198 Epoch 1/1... Discriminator Loss: 1.5606... Generator Loss: 0.3961 Epoch 1/1... Discriminator Loss: 1.6726... Generator Loss: 0.3389 Epoch 1/1... Discriminator Loss: 1.2053... Generator Loss: 0.8274 Epoch 1/1... Discriminator Loss: 1.3637... Generator Loss: 0.5336 Epoch 1/1... Discriminator Loss: 1.8799... Generator Loss: 0.5509 Epoch 1/1... Discriminator Loss: 0.8444... Generator Loss: 0.9838 Epoch 1/1... Discriminator Loss: 0.8289... Generator Loss: 0.8004
Epoch 1/1... Discriminator Loss: 1.1435... Generator Loss: 0.7407 Epoch 1/1... Discriminator Loss: 1.3015... Generator Loss: 0.5327 Epoch 1/1... Discriminator Loss: 1.5576... Generator Loss: 0.4561 Epoch 1/1... Discriminator Loss: 1.4797... Generator Loss: 0.4631 Epoch 1/1... Discriminator Loss: 1.1438... Generator Loss: 0.4860 Epoch 1/1... Discriminator Loss: 0.6770... Generator Loss: 0.9065 Epoch 1/1... Discriminator Loss: 1.7456... Generator Loss: 0.4501 Epoch 1/1... Discriminator Loss: 2.1613... Generator Loss: 0.3317 Epoch 1/1... Discriminator Loss: 1.5728... Generator Loss: 0.4391 Epoch 1/1... Discriminator Loss: 1.1781... Generator Loss: 0.6024
Epoch 1/1... Discriminator Loss: 1.3216... Generator Loss: 0.4343 Epoch 1/1... Discriminator Loss: 1.0337... Generator Loss: 0.7049 Epoch 1/1... Discriminator Loss: 1.1702... Generator Loss: 0.7331 Epoch 1/1... Discriminator Loss: 1.0615... Generator Loss: 0.5227 Epoch 1/1... Discriminator Loss: 1.7176... Generator Loss: 0.3524 Epoch 1/1... Discriminator Loss: 1.5335... Generator Loss: 0.5192 Epoch 1/1... Discriminator Loss: 1.1718... Generator Loss: 0.6710 Epoch 1/1... Discriminator Loss: 1.3088... Generator Loss: 0.5696 Epoch 1/1... Discriminator Loss: 1.3014... Generator Loss: 0.8276 Epoch 1/1... Discriminator Loss: 1.5363... Generator Loss: 0.5627
Epoch 1/1... Discriminator Loss: 1.4027... Generator Loss: 0.5111 Epoch 1/1... Discriminator Loss: 1.2121... Generator Loss: 0.5293 Epoch 1/1... Discriminator Loss: 1.3012... Generator Loss: 0.6071 Epoch 1/1... Discriminator Loss: 1.3305... Generator Loss: 0.5620 Epoch 1/1... Discriminator Loss: 1.7227... Generator Loss: 0.5215 Epoch 1/1... Discriminator Loss: 1.2070... Generator Loss: 0.4783 Epoch 1/1... Discriminator Loss: 1.7873... Generator Loss: 0.4456 Epoch 1/1... Discriminator Loss: 0.9629... Generator Loss: 0.7865 Epoch 1/1... Discriminator Loss: 1.4597... Generator Loss: 0.6657 Epoch 1/1... Discriminator Loss: 1.2193... Generator Loss: 0.6071
Epoch 1/1... Discriminator Loss: 1.8217... Generator Loss: 0.4224 Epoch 1/1... Discriminator Loss: 1.2478... Generator Loss: 0.6150 Epoch 1/1... Discriminator Loss: 1.0944... Generator Loss: 0.6925 Epoch 1/1... Discriminator Loss: 1.7663... Generator Loss: 0.4734 Epoch 1/1... Discriminator Loss: 1.2748... Generator Loss: 0.5624 Epoch 1/1... Discriminator Loss: 1.2811... Generator Loss: 0.5952 Epoch 1/1... Discriminator Loss: 1.3532... Generator Loss: 0.7380 Epoch 1/1... Discriminator Loss: 1.4395... Generator Loss: 0.5060 Epoch 1/1... Discriminator Loss: 1.5918... Generator Loss: 0.4487 Epoch 1/1... Discriminator Loss: 1.4952... Generator Loss: 0.6712
Epoch 1/1... Discriminator Loss: 1.1682... Generator Loss: 0.7096 Epoch 1/1... Discriminator Loss: 1.2348... Generator Loss: 0.5899 Epoch 1/1... Discriminator Loss: 1.3603... Generator Loss: 0.5921 Epoch 1/1... Discriminator Loss: 1.2674... Generator Loss: 0.5975 Epoch 1/1... Discriminator Loss: 1.0819... Generator Loss: 0.7295 Epoch 1/1... Discriminator Loss: 1.1228... Generator Loss: 0.6576 Epoch 1/1... Discriminator Loss: 1.2950... Generator Loss: 0.5100 Epoch 1/1... Discriminator Loss: 1.4541... Generator Loss: 0.6593 Epoch 1/1... Discriminator Loss: 1.4866... Generator Loss: 0.4786 Epoch 1/1... Discriminator Loss: 1.4968... Generator Loss: 0.4608
Epoch 1/1... Discriminator Loss: 0.7800... Generator Loss: 0.8235 Epoch 1/1... Discriminator Loss: 1.2078... Generator Loss: 0.5296 Epoch 1/1... Discriminator Loss: 1.5686... Generator Loss: 0.4430 Epoch 1/1... Discriminator Loss: 0.9774... Generator Loss: 0.7821 Epoch 1/1... Discriminator Loss: 0.9849... Generator Loss: 1.0379 Epoch 1/1... Discriminator Loss: 1.4725... Generator Loss: 0.4037 Epoch 1/1... Discriminator Loss: 1.1659... Generator Loss: 0.7794 Epoch 1/1... Discriminator Loss: 1.0559... Generator Loss: 0.7158 Epoch 1/1... Discriminator Loss: 1.2658... Generator Loss: 0.7778 Epoch 1/1... Discriminator Loss: 0.9815... Generator Loss: 0.7717
Epoch 1/1... Discriminator Loss: 1.6471... Generator Loss: 0.6572 Epoch 1/1... Discriminator Loss: 1.7720... Generator Loss: 0.4166 Epoch 1/1... Discriminator Loss: 1.4407... Generator Loss: 0.5054 Epoch 1/1... Discriminator Loss: 1.0699... Generator Loss: 0.7207 Epoch 1/1... Discriminator Loss: 1.6288... Generator Loss: 0.5624 Epoch 1/1... Discriminator Loss: 1.2391... Generator Loss: 0.5544 Epoch 1/1... Discriminator Loss: 0.8632... Generator Loss: 0.8138 Epoch 1/1... Discriminator Loss: 1.6210... Generator Loss: 0.4478 Epoch 1/1... Discriminator Loss: 1.5260... Generator Loss: 0.5210 Epoch 1/1... Discriminator Loss: 1.1701... Generator Loss: 0.5500
Epoch 1/1... Discriminator Loss: 1.7036... Generator Loss: 0.4139 Epoch 1/1... Discriminator Loss: 1.8437... Generator Loss: 0.3145 Epoch 1/1... Discriminator Loss: 1.0568... Generator Loss: 1.0207 Epoch 1/1... Discriminator Loss: 1.5425... Generator Loss: 0.4747 Epoch 1/1... Discriminator Loss: 1.5299... Generator Loss: 0.4786 Epoch 1/1... Discriminator Loss: 1.3114... Generator Loss: 0.5299 Epoch 1/1... Discriminator Loss: 1.2488... Generator Loss: 0.6036 Epoch 1/1... Discriminator Loss: 1.3505... Generator Loss: 0.4613 Epoch 1/1... Discriminator Loss: 1.5355... Generator Loss: 0.4068 Epoch 1/1... Discriminator Loss: 1.2832... Generator Loss: 0.5986
Epoch 1/1... Discriminator Loss: 1.4408... Generator Loss: 0.5893 Epoch 1/1... Discriminator Loss: 1.0756... Generator Loss: 0.6730 Epoch 1/1... Discriminator Loss: 1.4860... Generator Loss: 0.6677 Epoch 1/1... Discriminator Loss: 1.4962... Generator Loss: 0.4460 Epoch 1/1... Discriminator Loss: 1.2213... Generator Loss: 0.6438 Epoch 1/1... Discriminator Loss: 1.2523... Generator Loss: 0.5960 Epoch 1/1... Discriminator Loss: 0.9634... Generator Loss: 0.7460 Epoch 1/1... Discriminator Loss: 1.0447... Generator Loss: 0.8759 Epoch 1/1... Discriminator Loss: 1.4559... Generator Loss: 0.5612 Epoch 1/1... Discriminator Loss: 1.6302... Generator Loss: 0.5293
Epoch 1/1... Discriminator Loss: 1.5335... Generator Loss: 0.4576 Epoch 1/1... Discriminator Loss: 1.5610... Generator Loss: 0.4968 Epoch 1/1... Discriminator Loss: 1.4268... Generator Loss: 0.5642 Epoch 1/1... Discriminator Loss: 1.0293... Generator Loss: 0.7139 Epoch 1/1... Discriminator Loss: 1.4039... Generator Loss: 0.5026 Epoch 1/1... Discriminator Loss: 1.8360... Generator Loss: 0.5819 Epoch 1/1... Discriminator Loss: 1.0476... Generator Loss: 0.6335 Epoch 1/1... Discriminator Loss: 1.1192... Generator Loss: 0.5448 Epoch 1/1... Discriminator Loss: 1.6275... Generator Loss: 0.5112 Epoch 1/1... Discriminator Loss: 1.2474... Generator Loss: 0.7635
Epoch 1/1... Discriminator Loss: 1.0944... Generator Loss: 0.8008 Epoch 1/1... Discriminator Loss: 1.6543... Generator Loss: 0.7505 Epoch 1/1... Discriminator Loss: 1.3899... Generator Loss: 0.4049 Epoch 1/1... Discriminator Loss: 0.9412... Generator Loss: 0.7713 Epoch 1/1... Discriminator Loss: 1.4987... Generator Loss: 0.5741 Epoch 1/1... Discriminator Loss: 1.0499... Generator Loss: 0.6398 Epoch 1/1... Discriminator Loss: 0.6324... Generator Loss: 1.0117 Epoch 1/1... Discriminator Loss: 1.1762... Generator Loss: 0.5775 Epoch 1/1... Discriminator Loss: 1.3022... Generator Loss: 0.5814 Epoch 1/1... Discriminator Loss: 1.4385... Generator Loss: 0.7041
Epoch 1/1... Discriminator Loss: 1.2392... Generator Loss: 0.5294 Epoch 1/1... Discriminator Loss: 1.3979... Generator Loss: 0.5992 Epoch 1/1... Discriminator Loss: 1.3076... Generator Loss: 0.7182 Epoch 1/1... Discriminator Loss: 0.8964... Generator Loss: 0.9073 Epoch 1/1... Discriminator Loss: 1.7684... Generator Loss: 0.3487 Epoch 1/1... Discriminator Loss: 2.0634... Generator Loss: 0.2733 Epoch 1/1... Discriminator Loss: 1.2128... Generator Loss: 0.6550 Epoch 1/1... Discriminator Loss: 0.9761... Generator Loss: 0.7891 Epoch 1/1... Discriminator Loss: 1.4901... Generator Loss: 0.5198 Epoch 1/1... Discriminator Loss: 1.5381... Generator Loss: 0.4793
Epoch 1/1... Discriminator Loss: 1.2431... Generator Loss: 0.7424 Epoch 1/1... Discriminator Loss: 1.0532... Generator Loss: 0.7748 Epoch 1/1... Discriminator Loss: 1.1125... Generator Loss: 0.9912 Epoch 1/1... Discriminator Loss: 1.5993... Generator Loss: 0.4015 Epoch 1/1... Discriminator Loss: 1.1139... Generator Loss: 0.6135 Epoch 1/1... Discriminator Loss: 1.4758... Generator Loss: 0.5258 Epoch 1/1... Discriminator Loss: 1.7030... Generator Loss: 0.4438 Epoch 1/1... Discriminator Loss: 1.5052... Generator Loss: 0.6085 Epoch 1/1... Discriminator Loss: 1.3019... Generator Loss: 0.6266 Epoch 1/1... Discriminator Loss: 1.5453... Generator Loss: 0.4847
Epoch 1/1... Discriminator Loss: 1.2176... Generator Loss: 0.6414 Epoch 1/1... Discriminator Loss: 1.2836... Generator Loss: 0.8191 Epoch 1/1... Discriminator Loss: 1.1256... Generator Loss: 0.6906 Epoch 1/1... Discriminator Loss: 1.0583... Generator Loss: 0.6336 Epoch 1/1... Discriminator Loss: 1.6361... Generator Loss: 0.4464 Epoch 1/1... Discriminator Loss: 0.9882... Generator Loss: 0.7467 Epoch 1/1... Discriminator Loss: 1.0544... Generator Loss: 0.5733 Epoch 1/1... Discriminator Loss: 0.8880... Generator Loss: 0.7450 Epoch 1/1... Discriminator Loss: 1.5856... Generator Loss: 0.7074 Epoch 1/1... Discriminator Loss: 1.1063... Generator Loss: 0.6395
Epoch 1/1... Discriminator Loss: 1.2198... Generator Loss: 0.6758 Epoch 1/1... Discriminator Loss: 1.3802... Generator Loss: 0.4969 Epoch 1/1... Discriminator Loss: 1.6845... Generator Loss: 0.4172 Epoch 1/1... Discriminator Loss: 1.2822... Generator Loss: 0.4670 Epoch 1/1... Discriminator Loss: 0.9004... Generator Loss: 0.9236 Epoch 1/1... Discriminator Loss: 1.8031... Generator Loss: 0.4489 Epoch 1/1... Discriminator Loss: 1.3496... Generator Loss: 0.4953 Epoch 1/1... Discriminator Loss: 1.3374... Generator Loss: 0.5866 Epoch 1/1... Discriminator Loss: 1.7395... Generator Loss: 0.6255 Epoch 1/1... Discriminator Loss: 1.1946... Generator Loss: 0.7063
Epoch 1/1... Discriminator Loss: 1.4612... Generator Loss: 0.4142 Epoch 1/1... Discriminator Loss: 1.5548... Generator Loss: 0.4098 Epoch 1/1... Discriminator Loss: 1.5305... Generator Loss: 0.5126 Epoch 1/1... Discriminator Loss: 1.3103... Generator Loss: 0.5953 Epoch 1/1... Discriminator Loss: 1.4798... Generator Loss: 0.5200 Epoch 1/1... Discriminator Loss: 1.2888... Generator Loss: 0.5703 Epoch 1/1... Discriminator Loss: 0.8680... Generator Loss: 0.8972 Epoch 1/1... Discriminator Loss: 1.9244... Generator Loss: 0.5294 Epoch 1/1... Discriminator Loss: 1.1328... Generator Loss: 0.5781 Epoch 1/1... Discriminator Loss: 1.4872... Generator Loss: 0.5805
Epoch 1/1... Discriminator Loss: 1.5438... Generator Loss: 0.3762 Epoch 1/1... Discriminator Loss: 1.2085... Generator Loss: 0.6301 Epoch 1/1... Discriminator Loss: 1.3854... Generator Loss: 0.5449 Epoch 1/1... Discriminator Loss: 0.9500... Generator Loss: 1.0567 Epoch 1/1... Discriminator Loss: 1.6499... Generator Loss: 0.5229 Epoch 1/1... Discriminator Loss: 1.4781... Generator Loss: 0.6490 Epoch 1/1... Discriminator Loss: 0.9630... Generator Loss: 0.8309 Epoch 1/1... Discriminator Loss: 1.3606... Generator Loss: 0.4878 Epoch 1/1... Discriminator Loss: 1.4465... Generator Loss: 0.5611 Epoch 1/1... Discriminator Loss: 1.5183... Generator Loss: 0.5341
Epoch 1/1... Discriminator Loss: 1.3002... Generator Loss: 0.4055 Epoch 1/1... Discriminator Loss: 1.2846... Generator Loss: 0.7195 Epoch 1/1... Discriminator Loss: 1.6873... Generator Loss: 0.5550 Epoch 1/1... Discriminator Loss: 1.0936... Generator Loss: 0.7639 Epoch 1/1... Discriminator Loss: 1.3380... Generator Loss: 0.7360 Epoch 1/1... Discriminator Loss: 1.4943... Generator Loss: 0.5365 Epoch 1/1... Discriminator Loss: 1.3755... Generator Loss: 0.5589 Epoch 1/1... Discriminator Loss: 1.8580... Generator Loss: 0.3932 Epoch 1/1... Discriminator Loss: 1.8324... Generator Loss: 0.4105 Epoch 1/1... Discriminator Loss: 0.9791... Generator Loss: 0.6522
Epoch 1/1... Discriminator Loss: 1.7715... Generator Loss: 0.3637 Epoch 1/1... Discriminator Loss: 1.3056... Generator Loss: 0.8311 Epoch 1/1... Discriminator Loss: 1.3888... Generator Loss: 0.6985 Epoch 1/1... Discriminator Loss: 1.0155... Generator Loss: 0.5567 Epoch 1/1... Discriminator Loss: 1.1641... Generator Loss: 0.5963 Epoch 1/1... Discriminator Loss: 2.1457... Generator Loss: 0.2618 Epoch 1/1... Discriminator Loss: 1.0027... Generator Loss: 0.6411 Epoch 1/1... Discriminator Loss: 1.6858... Generator Loss: 0.3447 Epoch 1/1... Discriminator Loss: 1.4996... Generator Loss: 0.4480 Epoch 1/1... Discriminator Loss: 1.5228... Generator Loss: 0.5187
Epoch 1/1... Discriminator Loss: 1.0065... Generator Loss: 0.9023 Epoch 1/1... Discriminator Loss: 1.3917... Generator Loss: 0.5520 Epoch 1/1... Discriminator Loss: 1.2046... Generator Loss: 0.5876 Epoch 1/1... Discriminator Loss: 1.5496... Generator Loss: 0.5302 Epoch 1/1... Discriminator Loss: 1.2074... Generator Loss: 0.7611 Epoch 1/1... Discriminator Loss: 1.5513... Generator Loss: 0.5343 Epoch 1/1... Discriminator Loss: 1.0807... Generator Loss: 0.6136 Epoch 1/1... Discriminator Loss: 1.1190... Generator Loss: 0.6644 Epoch 1/1... Discriminator Loss: 1.4809... Generator Loss: 0.4836 Epoch 1/1... Discriminator Loss: 1.4112... Generator Loss: 0.7009
Epoch 1/1... Discriminator Loss: 1.0082... Generator Loss: 0.8885 Epoch 1/1... Discriminator Loss: 1.6815... Generator Loss: 0.5532 Epoch 1/1... Discriminator Loss: 1.2483... Generator Loss: 0.6552 Epoch 1/1... Discriminator Loss: 1.5491... Generator Loss: 0.4934 Epoch 1/1... Discriminator Loss: 1.3348... Generator Loss: 0.7053 Epoch 1/1... Discriminator Loss: 1.2151... Generator Loss: 0.7557 Epoch 1/1... Discriminator Loss: 1.7610... Generator Loss: 0.6297 Epoch 1/1... Discriminator Loss: 1.3098... Generator Loss: 0.4885 Epoch 1/1... Discriminator Loss: 1.4393... Generator Loss: 0.5096 Epoch 1/1... Discriminator Loss: 0.9006... Generator Loss: 0.8442
Epoch 1/1... Discriminator Loss: 1.2509... Generator Loss: 0.5956 Epoch 1/1... Discriminator Loss: 1.6956... Generator Loss: 0.3943 Epoch 1/1... Discriminator Loss: 1.5630... Generator Loss: 0.7183 Epoch 1/1... Discriminator Loss: 1.3836... Generator Loss: 0.7082 Epoch 1/1... Discriminator Loss: 1.5002... Generator Loss: 0.5072 Epoch 1/1... Discriminator Loss: 1.8358... Generator Loss: 0.4146 Epoch 1/1... Discriminator Loss: 1.2813... Generator Loss: 0.7569 Epoch 1/1... Discriminator Loss: 1.4528... Generator Loss: 0.5133 Epoch 1/1... Discriminator Loss: 1.4998... Generator Loss: 0.5384 Epoch 1/1... Discriminator Loss: 1.4035... Generator Loss: 1.0274
Epoch 1/1... Discriminator Loss: 0.9552... Generator Loss: 0.7079 Epoch 1/1... Discriminator Loss: 1.6828... Generator Loss: 0.5897 Epoch 1/1... Discriminator Loss: 1.2595... Generator Loss: 0.7114 Epoch 1/1... Discriminator Loss: 1.4827... Generator Loss: 0.6736 Epoch 1/1... Discriminator Loss: 1.0937... Generator Loss: 0.8059 Epoch 1/1... Discriminator Loss: 1.5135... Generator Loss: 0.5213 Epoch 1/1... Discriminator Loss: 1.5858... Generator Loss: 0.6554 Epoch 1/1... Discriminator Loss: 1.1651... Generator Loss: 0.6576 Epoch 1/1... Discriminator Loss: 1.0923... Generator Loss: 0.6094 Epoch 1/1... Discriminator Loss: 1.0677... Generator Loss: 0.6712
Epoch 1/1... Discriminator Loss: 1.3590... Generator Loss: 0.6612 Epoch 1/1... Discriminator Loss: 0.9614... Generator Loss: 0.6496 Epoch 1/1... Discriminator Loss: 1.7187... Generator Loss: 0.4991 Epoch 1/1... Discriminator Loss: 1.4497... Generator Loss: 0.6423 Epoch 1/1... Discriminator Loss: 1.3649... Generator Loss: 0.6049 Epoch 1/1... Discriminator Loss: 1.3371... Generator Loss: 0.5388 Epoch 1/1... Discriminator Loss: 2.3428... Generator Loss: 0.2727 Epoch 1/1... Discriminator Loss: 1.8378... Generator Loss: 0.4298 Epoch 1/1... Discriminator Loss: 1.2879... Generator Loss: 0.5088 Epoch 1/1... Discriminator Loss: 1.3721... Generator Loss: 0.6819
Epoch 1/1... Discriminator Loss: 1.0766... Generator Loss: 0.7826 Epoch 1/1... Discriminator Loss: 1.7217... Generator Loss: 0.3631 Epoch 1/1... Discriminator Loss: 1.6377... Generator Loss: 0.4449 Epoch 1/1... Discriminator Loss: 1.2186... Generator Loss: 0.6080 Epoch 1/1... Discriminator Loss: 1.3570... Generator Loss: 0.6934 Epoch 1/1... Discriminator Loss: 1.6438... Generator Loss: 0.5198 Epoch 1/1... Discriminator Loss: 1.2496... Generator Loss: 0.5926 Epoch 1/1... Discriminator Loss: 1.4440... Generator Loss: 0.4606 Epoch 1/1... Discriminator Loss: 2.2464... Generator Loss: 0.3397 Epoch 1/1... Discriminator Loss: 1.2628... Generator Loss: 0.6780
Epoch 1/1... Discriminator Loss: 0.8776... Generator Loss: 0.7766 Epoch 1/1... Discriminator Loss: 1.6625... Generator Loss: 0.5872 Epoch 1/1... Discriminator Loss: 1.8211... Generator Loss: 0.3302 Epoch 1/1... Discriminator Loss: 1.6809... Generator Loss: 0.9771 Epoch 1/1... Discriminator Loss: 1.3331... Generator Loss: 0.6296 Epoch 1/1... Discriminator Loss: 1.2599... Generator Loss: 0.6890 Epoch 1/1... Discriminator Loss: 1.1039... Generator Loss: 0.6376 Epoch 1/1... Discriminator Loss: 1.5122... Generator Loss: 0.4368 Epoch 1/1... Discriminator Loss: 1.5090... Generator Loss: 0.6308 Epoch 1/1... Discriminator Loss: 0.9304... Generator Loss: 0.6403
Epoch 1/1... Discriminator Loss: 1.9977... Generator Loss: 0.3208 Epoch 1/1... Discriminator Loss: 1.1828... Generator Loss: 0.4982 Epoch 1/1... Discriminator Loss: 1.0439... Generator Loss: 0.7192 Epoch 1/1... Discriminator Loss: 1.4798... Generator Loss: 0.5765 Epoch 1/1... Discriminator Loss: 1.2724... Generator Loss: 0.6619 Epoch 1/1... Discriminator Loss: 1.5271... Generator Loss: 0.5215 Epoch 1/1... Discriminator Loss: 0.9157... Generator Loss: 0.9012 Epoch 1/1... Discriminator Loss: 0.9436... Generator Loss: 0.7704 Epoch 1/1... Discriminator Loss: 1.3033... Generator Loss: 0.9999 Epoch 1/1... Discriminator Loss: 0.5763... Generator Loss: 1.1267
Epoch 1/1... Discriminator Loss: 1.1269... Generator Loss: 0.6640 Epoch 1/1... Discriminator Loss: 1.0350... Generator Loss: 0.8613 Epoch 1/1... Discriminator Loss: 1.3338... Generator Loss: 0.5469 Epoch 1/1... Discriminator Loss: 1.2639... Generator Loss: 0.7008 Epoch 1/1... Discriminator Loss: 1.1018... Generator Loss: 0.6314 Epoch 1/1... Discriminator Loss: 1.0222... Generator Loss: 0.8175 Epoch 1/1... Discriminator Loss: 1.2506... Generator Loss: 0.9002 Epoch 1/1... Discriminator Loss: 1.3264... Generator Loss: 0.6524 Epoch 1/1... Discriminator Loss: 1.6921... Generator Loss: 0.5190 Epoch 1/1... Discriminator Loss: 1.1908... Generator Loss: 0.6993
Epoch 1/1... Discriminator Loss: 1.3805... Generator Loss: 0.4862 Epoch 1/1... Discriminator Loss: 1.2686... Generator Loss: 0.6521 Epoch 1/1... Discriminator Loss: 1.6715... Generator Loss: 0.3722 Epoch 1/1... Discriminator Loss: 1.3168... Generator Loss: 0.7547 Epoch 1/1... Discriminator Loss: 1.3248... Generator Loss: 0.5488 Epoch 1/1... Discriminator Loss: 1.8667... Generator Loss: 0.3512 Epoch 1/1... Discriminator Loss: 1.8594... Generator Loss: 0.3624 Epoch 1/1... Discriminator Loss: 1.2875... Generator Loss: 0.4936 Epoch 1/1... Discriminator Loss: 1.7054... Generator Loss: 0.4660 Epoch 1/1... Discriminator Loss: 1.8469... Generator Loss: 0.5365
Epoch 1/1... Discriminator Loss: 1.0946... Generator Loss: 0.8857 Epoch 1/1... Discriminator Loss: 1.1065... Generator Loss: 0.8125 Epoch 1/1... Discriminator Loss: 1.0306... Generator Loss: 0.8676 Epoch 1/1... Discriminator Loss: 1.6295... Generator Loss: 0.4966 Epoch 1/1... Discriminator Loss: 1.1029... Generator Loss: 0.6485 Epoch 1/1... Discriminator Loss: 1.4865... Generator Loss: 0.6742 Epoch 1/1... Discriminator Loss: 1.0798... Generator Loss: 0.7351 Epoch 1/1... Discriminator Loss: 1.4081... Generator Loss: 0.5765 Epoch 1/1... Discriminator Loss: 1.6275... Generator Loss: 0.5097 Epoch 1/1... Discriminator Loss: 1.1876... Generator Loss: 0.6136
Epoch 1/1... Discriminator Loss: 1.7258... Generator Loss: 0.4288 Epoch 1/1... Discriminator Loss: 1.3259... Generator Loss: 0.5350 Epoch 1/1... Discriminator Loss: 1.8324... Generator Loss: 0.4379 Epoch 1/1... Discriminator Loss: 1.3816... Generator Loss: 0.5750 Epoch 1/1... Discriminator Loss: 1.3216... Generator Loss: 0.6941 Epoch 1/1... Discriminator Loss: 1.1503... Generator Loss: 0.6434 Epoch 1/1... Discriminator Loss: 1.5433... Generator Loss: 0.5098 Epoch 1/1... Discriminator Loss: 1.2229... Generator Loss: 0.5483 Epoch 1/1... Discriminator Loss: 2.1882... Generator Loss: 0.2806 Epoch 1/1... Discriminator Loss: 1.0507... Generator Loss: 0.7972
Epoch 1/1... Discriminator Loss: 1.0907... Generator Loss: 0.6433 Epoch 1/1... Discriminator Loss: 1.3655... Generator Loss: 0.5172 Epoch 1/1... Discriminator Loss: 1.2521... Generator Loss: 0.5677 Epoch 1/1... Discriminator Loss: 1.1114... Generator Loss: 0.6263 Epoch 1/1... Discriminator Loss: 1.3777... Generator Loss: 0.6234 Epoch 1/1... Discriminator Loss: 1.1234... Generator Loss: 0.6478 Epoch 1/1... Discriminator Loss: 1.2744... Generator Loss: 0.5624 Epoch 1/1... Discriminator Loss: 0.8468... Generator Loss: 0.8248 Epoch 1/1... Discriminator Loss: 1.3422... Generator Loss: 0.5773 Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 0.6992
Epoch 1/1... Discriminator Loss: 1.2501... Generator Loss: 0.5186 Epoch 1/1... Discriminator Loss: 1.6947... Generator Loss: 0.4237 Epoch 1/1... Discriminator Loss: 1.1087... Generator Loss: 0.7759 Epoch 1/1... Discriminator Loss: 1.9656... Generator Loss: 0.8296 Epoch 1/1... Discriminator Loss: 0.8790... Generator Loss: 0.7505 Epoch 1/1... Discriminator Loss: 1.4377... Generator Loss: 0.5550 Epoch 1/1... Discriminator Loss: 1.3440... Generator Loss: 0.5157 Epoch 1/1... Discriminator Loss: 1.6588... Generator Loss: 0.3905 Epoch 1/1... Discriminator Loss: 1.6324... Generator Loss: 0.4915 Epoch 1/1... Discriminator Loss: 1.1519... Generator Loss: 0.6698
Epoch 1/1... Discriminator Loss: 1.3166... Generator Loss: 0.6187 Epoch 1/1... Discriminator Loss: 1.3081... Generator Loss: 0.7712 Epoch 1/1... Discriminator Loss: 1.2402... Generator Loss: 0.8385 Epoch 1/1... Discriminator Loss: 1.5965... Generator Loss: 0.4294 Epoch 1/1... Discriminator Loss: 1.5700... Generator Loss: 0.6330 Epoch 1/1... Discriminator Loss: 1.3389... Generator Loss: 0.5832 Epoch 1/1... Discriminator Loss: 1.0862... Generator Loss: 0.6828 Epoch 1/1... Discriminator Loss: 1.1764... Generator Loss: 0.6579 Epoch 1/1... Discriminator Loss: 1.2675... Generator Loss: 0.5558 Epoch 1/1... Discriminator Loss: 1.3496... Generator Loss: 0.6660
Epoch 1/1... Discriminator Loss: 1.8020... Generator Loss: 0.6064 Epoch 1/1... Discriminator Loss: 1.4188... Generator Loss: 0.5457 Epoch 1/1... Discriminator Loss: 1.2501... Generator Loss: 0.8109 Epoch 1/1... Discriminator Loss: 1.6005... Generator Loss: 0.4518 Epoch 1/1... Discriminator Loss: 1.0639... Generator Loss: 0.5132 Epoch 1/1... Discriminator Loss: 1.4077... Generator Loss: 0.6807 Epoch 1/1... Discriminator Loss: 0.9585... Generator Loss: 0.8004 Epoch 1/1... Discriminator Loss: 1.4292... Generator Loss: 0.4070 Epoch 1/1... Discriminator Loss: 1.4488... Generator Loss: 0.6365 Epoch 1/1... Discriminator Loss: 1.4276... Generator Loss: 0.4995
Epoch 1/1... Discriminator Loss: 1.3986... Generator Loss: 0.5593 Epoch 1/1... Discriminator Loss: 1.5513... Generator Loss: 0.5288 Epoch 1/1... Discriminator Loss: 1.6209... Generator Loss: 0.5361 Epoch 1/1... Discriminator Loss: 1.0788... Generator Loss: 0.6493 Epoch 1/1... Discriminator Loss: 1.0522... Generator Loss: 0.9522 Epoch 1/1... Discriminator Loss: 1.8603... Generator Loss: 0.3246 Epoch 1/1... Discriminator Loss: 1.0816... Generator Loss: 0.7078 Epoch 1/1... Discriminator Loss: 1.1829... Generator Loss: 0.8557 Epoch 1/1... Discriminator Loss: 1.2297... Generator Loss: 0.7365 Epoch 1/1... Discriminator Loss: 1.3185... Generator Loss: 0.6914
Epoch 1/1... Discriminator Loss: 1.4309... Generator Loss: 0.7739 Epoch 1/1... Discriminator Loss: 1.1415... Generator Loss: 0.7355 Epoch 1/1... Discriminator Loss: 0.7972... Generator Loss: 0.8749 Epoch 1/1... Discriminator Loss: 1.2474... Generator Loss: 0.4899 Epoch 1/1... Discriminator Loss: 1.2915... Generator Loss: 0.6257 Epoch 1/1... Discriminator Loss: 1.4089... Generator Loss: 0.5756 Epoch 1/1... Discriminator Loss: 1.2956... Generator Loss: 0.6278 Epoch 1/1... Discriminator Loss: 1.1569... Generator Loss: 0.6540 Epoch 1/1... Discriminator Loss: 1.4044... Generator Loss: 0.4955 Epoch 1/1... Discriminator Loss: 1.1873... Generator Loss: 0.6277
Epoch 1/1... Discriminator Loss: 1.2021... Generator Loss: 0.6049 Epoch 1/1... Discriminator Loss: 1.4799... Generator Loss: 0.6567 Epoch 1/1... Discriminator Loss: 1.3344... Generator Loss: 0.5602 Epoch 1/1... Discriminator Loss: 1.5807... Generator Loss: 0.7351 Epoch 1/1... Discriminator Loss: 1.2454... Generator Loss: 0.6444 Epoch 1/1... Discriminator Loss: 1.4031... Generator Loss: 0.5305 Epoch 1/1... Discriminator Loss: 0.7957... Generator Loss: 0.8776 Epoch 1/1... Discriminator Loss: 0.9998... Generator Loss: 0.7995 Epoch 1/1... Discriminator Loss: 1.4523... Generator Loss: 0.5664 Epoch 1/1... Discriminator Loss: 1.5607... Generator Loss: 0.6049
Epoch 1/1... Discriminator Loss: 1.3870... Generator Loss: 0.6914 Epoch 1/1... Discriminator Loss: 2.1098... Generator Loss: 0.3555 Epoch 1/1... Discriminator Loss: 2.4002... Generator Loss: 0.3096 Epoch 1/1... Discriminator Loss: 1.6274... Generator Loss: 0.4354 Epoch 1/1... Discriminator Loss: 0.8882... Generator Loss: 0.6294 Epoch 1/1... Discriminator Loss: 1.3978... Generator Loss: 0.4628 Epoch 1/1... Discriminator Loss: 1.4677... Generator Loss: 0.6811 Epoch 1/1... Discriminator Loss: 1.2605... Generator Loss: 0.5827 Epoch 1/1... Discriminator Loss: 1.0983... Generator Loss: 0.8372 Epoch 1/1... Discriminator Loss: 1.5723... Generator Loss: 0.3603
Epoch 1/1... Discriminator Loss: 1.6136... Generator Loss: 0.4438 Epoch 1/1... Discriminator Loss: 1.1723... Generator Loss: 0.7723 Epoch 1/1... Discriminator Loss: 1.7618... Generator Loss: 0.3278 Epoch 1/1... Discriminator Loss: 1.5779... Generator Loss: 0.4345 Epoch 1/1... Discriminator Loss: 1.2713... Generator Loss: 0.6164 Epoch 1/1... Discriminator Loss: 1.0587... Generator Loss: 0.5658 Epoch 1/1... Discriminator Loss: 1.5209... Generator Loss: 0.4122 Epoch 1/1... Discriminator Loss: 1.2383... Generator Loss: 0.7622 Epoch 1/1... Discriminator Loss: 1.7644... Generator Loss: 0.7927 Epoch 1/1... Discriminator Loss: 1.2695... Generator Loss: 0.5854
Epoch 1/1... Discriminator Loss: 1.4473... Generator Loss: 0.5256 Epoch 1/1... Discriminator Loss: 1.6322... Generator Loss: 0.5756 Epoch 1/1... Discriminator Loss: 1.0607... Generator Loss: 0.8030 Epoch 1/1... Discriminator Loss: 1.5197... Generator Loss: 0.5570 Epoch 1/1... Discriminator Loss: 1.4760... Generator Loss: 0.3963 Epoch 1/1... Discriminator Loss: 1.9330... Generator Loss: 0.4852 Epoch 1/1... Discriminator Loss: 1.4509... Generator Loss: 0.8583 Epoch 1/1... Discriminator Loss: 1.5961... Generator Loss: 0.4418 Epoch 1/1... Discriminator Loss: 1.4420... Generator Loss: 0.4516 Epoch 1/1... Discriminator Loss: 1.3320... Generator Loss: 0.5353
Epoch 1/1... Discriminator Loss: 1.5333... Generator Loss: 0.5689 Epoch 1/1... Discriminator Loss: 1.8003... Generator Loss: 0.5682 Epoch 1/1... Discriminator Loss: 1.3676... Generator Loss: 0.7001 Epoch 1/1... Discriminator Loss: 1.3726... Generator Loss: 0.6379 Epoch 1/1... Discriminator Loss: 1.6470... Generator Loss: 0.4462 Epoch 1/1... Discriminator Loss: 1.3937... Generator Loss: 0.5018 Epoch 1/1... Discriminator Loss: 0.9490... Generator Loss: 0.6065 Epoch 1/1... Discriminator Loss: 1.4594... Generator Loss: 0.6320 Epoch 1/1... Discriminator Loss: 1.5999... Generator Loss: 0.4383 Epoch 1/1... Discriminator Loss: 1.3559... Generator Loss: 0.6270
Epoch 1/1... Discriminator Loss: 1.0867... Generator Loss: 0.6746 Epoch 1/1... Discriminator Loss: 1.2322... Generator Loss: 0.6795 Epoch 1/1... Discriminator Loss: 1.1206... Generator Loss: 0.6036 Epoch 1/1... Discriminator Loss: 1.5372... Generator Loss: 0.4311 Epoch 1/1... Discriminator Loss: 1.1982... Generator Loss: 0.7722 Epoch 1/1... Discriminator Loss: 2.3723... Generator Loss: 0.2073 Epoch 1/1... Discriminator Loss: 1.3056... Generator Loss: 0.4865 Epoch 1/1... Discriminator Loss: 1.5981... Generator Loss: 0.4521 Epoch 1/1... Discriminator Loss: 0.8674... Generator Loss: 0.8282 Epoch 1/1... Discriminator Loss: 0.6837... Generator Loss: 0.8806
Epoch 1/1... Discriminator Loss: 1.8040... Generator Loss: 0.4882 Epoch 1/1... Discriminator Loss: 1.6247... Generator Loss: 0.4510 Epoch 1/1... Discriminator Loss: 1.6023... Generator Loss: 0.3649 Epoch 1/1... Discriminator Loss: 1.3974... Generator Loss: 0.4482 Epoch 1/1... Discriminator Loss: 1.6785... Generator Loss: 0.4738 Epoch 1/1... Discriminator Loss: 1.4094... Generator Loss: 0.4193 Epoch 1/1... Discriminator Loss: 1.4477... Generator Loss: 0.6245 Epoch 1/1... Discriminator Loss: 1.1793... Generator Loss: 0.7162 Epoch 1/1... Discriminator Loss: 1.5610... Generator Loss: 0.5618 Epoch 1/1... Discriminator Loss: 1.1610... Generator Loss: 0.5818
Epoch 1/1... Discriminator Loss: 1.3354... Generator Loss: 0.6151 Epoch 1/1... Discriminator Loss: 1.0875... Generator Loss: 0.5526 Epoch 1/1... Discriminator Loss: 1.1456... Generator Loss: 0.6667 Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 0.6779 Epoch 1/1... Discriminator Loss: 1.7593... Generator Loss: 0.3212 Epoch 1/1... Discriminator Loss: 1.2276... Generator Loss: 0.7975 Epoch 1/1... Discriminator Loss: 1.0592... Generator Loss: 0.7129 Epoch 1/1... Discriminator Loss: 0.7327... Generator Loss: 0.8128 Epoch 1/1... Discriminator Loss: 1.2452... Generator Loss: 0.5562 Epoch 1/1... Discriminator Loss: 0.9896... Generator Loss: 0.7621
Epoch 1/1... Discriminator Loss: 1.6737... Generator Loss: 0.5470 Epoch 1/1... Discriminator Loss: 1.3044... Generator Loss: 0.6787 Epoch 1/1... Discriminator Loss: 1.1908... Generator Loss: 0.6234 Epoch 1/1... Discriminator Loss: 1.0767... Generator Loss: 0.7120 Epoch 1/1... Discriminator Loss: 1.3517... Generator Loss: 0.6553 Epoch 1/1... Discriminator Loss: 1.6509... Generator Loss: 0.4792 Epoch 1/1... Discriminator Loss: 1.7734... Generator Loss: 0.5189 Epoch 1/1... Discriminator Loss: 1.9481... Generator Loss: 0.5824 Epoch 1/1... Discriminator Loss: 1.2976... Generator Loss: 0.6251 Epoch 1/1... Discriminator Loss: 2.0113... Generator Loss: 0.4603
Epoch 1/1... Discriminator Loss: 1.3504... Generator Loss: 0.8989 Epoch 1/1... Discriminator Loss: 1.7036... Generator Loss: 0.5187 Epoch 1/1... Discriminator Loss: 1.3106... Generator Loss: 0.6996 Epoch 1/1... Discriminator Loss: 1.4624... Generator Loss: 0.6558 Epoch 1/1... Discriminator Loss: 1.6501... Generator Loss: 0.3578 Epoch 1/1... Discriminator Loss: 1.1990... Generator Loss: 0.6913 Epoch 1/1... Discriminator Loss: 1.2458... Generator Loss: 0.5431 Epoch 1/1... Discriminator Loss: 1.9811... Generator Loss: 0.4843 Epoch 1/1... Discriminator Loss: 1.0421... Generator Loss: 0.5962 Epoch 1/1... Discriminator Loss: 1.1425... Generator Loss: 0.6217
Epoch 1/1... Discriminator Loss: 1.7884... Generator Loss: 0.3302 Epoch 1/1... Discriminator Loss: 1.6903... Generator Loss: 0.5183 Epoch 1/1... Discriminator Loss: 1.4097... Generator Loss: 0.7436 Epoch 1/1... Discriminator Loss: 1.2984... Generator Loss: 0.8436 Epoch 1/1... Discriminator Loss: 0.9226... Generator Loss: 1.0605 Epoch 1/1... Discriminator Loss: 1.4102... Generator Loss: 0.5524 Epoch 1/1... Discriminator Loss: 1.5142... Generator Loss: 0.5353 Epoch 1/1... Discriminator Loss: 2.0250... Generator Loss: 0.3633 Epoch 1/1... Discriminator Loss: 1.0760... Generator Loss: 0.6303 Epoch 1/1... Discriminator Loss: 1.3124... Generator Loss: 0.7217
Epoch 1/1... Discriminator Loss: 1.5034... Generator Loss: 0.5567 Epoch 1/1... Discriminator Loss: 1.7799... Generator Loss: 0.3772 Epoch 1/1... Discriminator Loss: 1.2070... Generator Loss: 0.7117 Epoch 1/1... Discriminator Loss: 0.9819... Generator Loss: 0.7947 Epoch 1/1... Discriminator Loss: 1.4516... Generator Loss: 0.5806 Epoch 1/1... Discriminator Loss: 1.0914... Generator Loss: 0.7747 Epoch 1/1... Discriminator Loss: 1.4031... Generator Loss: 0.5662 Epoch 1/1... Discriminator Loss: 1.2395... Generator Loss: 0.6018 Epoch 1/1... Discriminator Loss: 1.5444... Generator Loss: 0.5188 Epoch 1/1... Discriminator Loss: 1.6487... Generator Loss: 0.5248
Epoch 1/1... Discriminator Loss: 1.3109... Generator Loss: 0.4507 Epoch 1/1... Discriminator Loss: 1.6267... Generator Loss: 0.6082 Epoch 1/1... Discriminator Loss: 0.9490... Generator Loss: 0.8409 Epoch 1/1... Discriminator Loss: 2.1193... Generator Loss: 0.2902 Epoch 1/1... Discriminator Loss: 1.5336... Generator Loss: 0.9319 Epoch 1/1... Discriminator Loss: 1.3174... Generator Loss: 0.4997 Epoch 1/1... Discriminator Loss: 1.7496... Generator Loss: 0.4486 Epoch 1/1... Discriminator Loss: 1.2369... Generator Loss: 0.6366 Epoch 1/1... Discriminator Loss: 1.7170... Generator Loss: 0.6660 Epoch 1/1... Discriminator Loss: 1.9148... Generator Loss: 0.5350
Epoch 1/1... Discriminator Loss: 1.2919... Generator Loss: 0.6551 Epoch 1/1... Discriminator Loss: 1.5421... Generator Loss: 0.5649 Epoch 1/1... Discriminator Loss: 1.5097... Generator Loss: 0.5883 Epoch 1/1... Discriminator Loss: 1.4403... Generator Loss: 0.8066 Epoch 1/1... Discriminator Loss: 1.8107... Generator Loss: 0.3759 Epoch 1/1... Discriminator Loss: 0.9982... Generator Loss: 0.9654 Epoch 1/1... Discriminator Loss: 1.0089... Generator Loss: 0.7705 Epoch 1/1... Discriminator Loss: 1.4048... Generator Loss: 0.4968 Epoch 1/1... Discriminator Loss: 1.7415... Generator Loss: 0.3903 Epoch 1/1... Discriminator Loss: 0.7499... Generator Loss: 1.1802
Epoch 1/1... Discriminator Loss: 1.7386... Generator Loss: 0.4038 Epoch 1/1... Discriminator Loss: 1.9003... Generator Loss: 0.2815 Epoch 1/1... Discriminator Loss: 1.3453... Generator Loss: 0.5436 Epoch 1/1... Discriminator Loss: 1.5432... Generator Loss: 0.5457 Epoch 1/1... Discriminator Loss: 1.4281... Generator Loss: 0.6304 Epoch 1/1... Discriminator Loss: 0.9391... Generator Loss: 0.7883 Epoch 1/1... Discriminator Loss: 0.9540... Generator Loss: 0.7770 Epoch 1/1... Discriminator Loss: 2.0548... Generator Loss: 0.3441 Epoch 1/1... Discriminator Loss: 1.2026... Generator Loss: 0.7609 Epoch 1/1... Discriminator Loss: 1.3911... Generator Loss: 0.7212
Epoch 1/1... Discriminator Loss: 1.4530... Generator Loss: 0.7688 Epoch 1/1... Discriminator Loss: 1.4550... Generator Loss: 0.6566 Epoch 1/1... Discriminator Loss: 0.4935... Generator Loss: 1.0433 Epoch 1/1... Discriminator Loss: 1.5510... Generator Loss: 0.4021 Epoch 1/1... Discriminator Loss: 1.3154... Generator Loss: 0.6710 Epoch 1/1... Discriminator Loss: 1.6638... Generator Loss: 0.4159 Epoch 1/1... Discriminator Loss: 1.1770... Generator Loss: 0.6576 Epoch 1/1... Discriminator Loss: 1.2629... Generator Loss: 0.6715 Epoch 1/1... Discriminator Loss: 1.6052... Generator Loss: 0.4086 Epoch 1/1... Discriminator Loss: 1.4139... Generator Loss: 0.4770
Epoch 1/1... Discriminator Loss: 1.4282... Generator Loss: 0.8536 Epoch 1/1... Discriminator Loss: 1.1187... Generator Loss: 0.7439 Epoch 1/1... Discriminator Loss: 1.4411... Generator Loss: 0.4532 Epoch 1/1... Discriminator Loss: 1.4397... Generator Loss: 0.4469 Epoch 1/1... Discriminator Loss: 1.6832... Generator Loss: 0.3397 Epoch 1/1... Discriminator Loss: 1.5398... Generator Loss: 0.5683 Epoch 1/1... Discriminator Loss: 1.9212... Generator Loss: 0.3756 Epoch 1/1... Discriminator Loss: 1.4354... Generator Loss: 0.6934 Epoch 1/1... Discriminator Loss: 1.1221... Generator Loss: 0.7387 Epoch 1/1... Discriminator Loss: 1.2749... Generator Loss: 0.7013
Epoch 1/1... Discriminator Loss: 3.0859... Generator Loss: 0.0983 Epoch 1/1... Discriminator Loss: 1.4753... Generator Loss: 0.4307 Epoch 1/1... Discriminator Loss: 1.8395... Generator Loss: 0.3578 Epoch 1/1... Discriminator Loss: 1.1900... Generator Loss: 0.6972 Epoch 1/1... Discriminator Loss: 0.9087... Generator Loss: 0.7525 Epoch 1/1... Discriminator Loss: 1.9180... Generator Loss: 0.5547 Epoch 1/1... Discriminator Loss: 1.7061... Generator Loss: 0.6014 Epoch 1/1... Discriminator Loss: 1.4387... Generator Loss: 0.6362 Epoch 1/1... Discriminator Loss: 0.9483... Generator Loss: 0.8246 Epoch 1/1... Discriminator Loss: 1.2964... Generator Loss: 0.5977
Epoch 1/1... Discriminator Loss: 1.3327... Generator Loss: 0.4931 Epoch 1/1... Discriminator Loss: 1.5462... Generator Loss: 0.5267 Epoch 1/1... Discriminator Loss: 0.9727... Generator Loss: 0.8425 Epoch 1/1... Discriminator Loss: 1.5303... Generator Loss: 0.5014 Epoch 1/1... Discriminator Loss: 1.6168... Generator Loss: 0.3530 Epoch 1/1... Discriminator Loss: 0.8409... Generator Loss: 0.8543 Epoch 1/1... Discriminator Loss: 1.9773... Generator Loss: 0.4089 Epoch 1/1... Discriminator Loss: 1.2694... Generator Loss: 0.5885 Epoch 1/1... Discriminator Loss: 1.0989... Generator Loss: 0.7766 Epoch 1/1... Discriminator Loss: 1.6945... Generator Loss: 0.7522
Epoch 1/1... Discriminator Loss: 0.9736... Generator Loss: 0.6462 Epoch 1/1... Discriminator Loss: 1.2704... Generator Loss: 0.7166 Epoch 1/1... Discriminator Loss: 1.5971... Generator Loss: 0.4803 Epoch 1/1... Discriminator Loss: 1.7175... Generator Loss: 0.5870 Epoch 1/1... Discriminator Loss: 1.5612... Generator Loss: 0.5587 Epoch 1/1... Discriminator Loss: 1.9118... Generator Loss: 0.4187 Epoch 1/1... Discriminator Loss: 1.3909... Generator Loss: 0.6558 Epoch 1/1... Discriminator Loss: 1.2905... Generator Loss: 0.5485 Epoch 1/1... Discriminator Loss: 1.2713... Generator Loss: 0.7337 Epoch 1/1... Discriminator Loss: 1.2714... Generator Loss: 0.5498
Epoch 1/1... Discriminator Loss: 1.2648... Generator Loss: 0.7920 Epoch 1/1... Discriminator Loss: 1.5842... Generator Loss: 0.6336 Epoch 1/1... Discriminator Loss: 1.3132... Generator Loss: 0.7459 Epoch 1/1... Discriminator Loss: 1.3410... Generator Loss: 0.5952 Epoch 1/1... Discriminator Loss: 1.2271... Generator Loss: 0.6926 Epoch 1/1... Discriminator Loss: 1.4438... Generator Loss: 0.5715 Epoch 1/1... Discriminator Loss: 1.4629... Generator Loss: 0.6077 Epoch 1/1... Discriminator Loss: 1.4642... Generator Loss: 0.5706 Epoch 1/1... Discriminator Loss: 1.2053... Generator Loss: 0.7066 Epoch 1/1... Discriminator Loss: 1.4729... Generator Loss: 0.5018
Epoch 1/1... Discriminator Loss: 1.3577... Generator Loss: 0.6242 Epoch 1/1... Discriminator Loss: 1.6746... Generator Loss: 0.4624 Epoch 1/1... Discriminator Loss: 1.4070... Generator Loss: 0.5767 Epoch 1/1... Discriminator Loss: 1.4045... Generator Loss: 0.5072 Epoch 1/1... Discriminator Loss: 1.2095... Generator Loss: 0.6867 Epoch 1/1... Discriminator Loss: 1.4889... Generator Loss: 0.5222 Epoch 1/1... Discriminator Loss: 1.1227... Generator Loss: 0.7246 Epoch 1/1... Discriminator Loss: 1.2934... Generator Loss: 0.5588 Epoch 1/1... Discriminator Loss: 1.0695... Generator Loss: 0.5569 Epoch 1/1... Discriminator Loss: 1.3669... Generator Loss: 0.5967
Epoch 1/1... Discriminator Loss: 1.4924... Generator Loss: 0.5106 Epoch 1/1... Discriminator Loss: 1.2155... Generator Loss: 0.7765 Epoch 1/1... Discriminator Loss: 1.3561... Generator Loss: 0.5513 Epoch 1/1... Discriminator Loss: 1.7011... Generator Loss: 0.3205 Epoch 1/1... Discriminator Loss: 1.3335... Generator Loss: 0.7515 Epoch 1/1... Discriminator Loss: 1.1546... Generator Loss: 0.7818 Epoch 1/1... Discriminator Loss: 1.0828... Generator Loss: 0.9202 Epoch 1/1... Discriminator Loss: 1.4639... Generator Loss: 0.6349 Epoch 1/1... Discriminator Loss: 1.8942... Generator Loss: 0.4612 Epoch 1/1... Discriminator Loss: 1.8794... Generator Loss: 0.4796
Epoch 1/1... Discriminator Loss: 1.1483... Generator Loss: 0.5793 Epoch 1/1... Discriminator Loss: 1.2520... Generator Loss: 0.6692 Epoch 1/1... Discriminator Loss: 1.5081... Generator Loss: 0.5254 Epoch 1/1... Discriminator Loss: 1.3712... Generator Loss: 0.4591 Epoch 1/1... Discriminator Loss: 1.2051... Generator Loss: 0.5413 Epoch 1/1... Discriminator Loss: 1.4797... Generator Loss: 0.4480 Epoch 1/1... Discriminator Loss: 1.0652... Generator Loss: 0.6054 Epoch 1/1... Discriminator Loss: 1.5849... Generator Loss: 0.6089 Epoch 1/1... Discriminator Loss: 1.7151... Generator Loss: 0.5104 Epoch 1/1... Discriminator Loss: 1.0380... Generator Loss: 0.7078
Epoch 1/1... Discriminator Loss: 1.7506... Generator Loss: 0.6080 Epoch 1/1... Discriminator Loss: 1.6198... Generator Loss: 0.5613 Epoch 1/1... Discriminator Loss: 1.1318... Generator Loss: 0.6116 Epoch 1/1... Discriminator Loss: 2.0351... Generator Loss: 0.3943 Epoch 1/1... Discriminator Loss: 1.2719... Generator Loss: 0.4269 Epoch 1/1... Discriminator Loss: 1.3562... Generator Loss: 0.5946 Epoch 1/1... Discriminator Loss: 1.0090... Generator Loss: 0.6390 Epoch 1/1... Discriminator Loss: 1.1473... Generator Loss: 0.6343 Epoch 1/1... Discriminator Loss: 1.5151... Generator Loss: 0.5544 Epoch 1/1... Discriminator Loss: 1.1163... Generator Loss: 0.6731
Epoch 1/1... Discriminator Loss: 1.3982... Generator Loss: 0.6318 Epoch 1/1... Discriminator Loss: 1.9643... Generator Loss: 0.5187 Epoch 1/1... Discriminator Loss: 0.9516... Generator Loss: 0.9186 Epoch 1/1... Discriminator Loss: 1.5999... Generator Loss: 0.4198 Epoch 1/1... Discriminator Loss: 1.3605... Generator Loss: 0.6869 Epoch 1/1... Discriminator Loss: 0.9320... Generator Loss: 0.8487 Epoch 1/1... Discriminator Loss: 1.7538... Generator Loss: 0.4140 Epoch 1/1... Discriminator Loss: 1.0123... Generator Loss: 0.7772 Epoch 1/1... Discriminator Loss: 0.7065... Generator Loss: 1.0410 Epoch 1/1... Discriminator Loss: 1.9083... Generator Loss: 0.3484
Epoch 1/1... Discriminator Loss: 1.9811... Generator Loss: 0.4737 Epoch 1/1... Discriminator Loss: 1.5817... Generator Loss: 0.6722 Epoch 1/1... Discriminator Loss: 1.1083... Generator Loss: 0.7036 Epoch 1/1... Discriminator Loss: 1.6694... Generator Loss: 0.4858 Epoch 1/1... Discriminator Loss: 1.4086... Generator Loss: 0.7472 Epoch 1/1... Discriminator Loss: 1.0827... Generator Loss: 0.6913 Epoch 1/1... Discriminator Loss: 1.5799... Generator Loss: 0.4218 Epoch 1/1... Discriminator Loss: 1.6994... Generator Loss: 0.3953 Epoch 1/1... Discriminator Loss: 2.1208... Generator Loss: 0.3801 Epoch 1/1... Discriminator Loss: 1.9359... Generator Loss: 0.3807
Epoch 1/1... Discriminator Loss: 1.4013... Generator Loss: 0.5645 Epoch 1/1... Discriminator Loss: 1.4652... Generator Loss: 0.5800 Epoch 1/1... Discriminator Loss: 1.1388... Generator Loss: 0.6734 Epoch 1/1... Discriminator Loss: 1.8368... Generator Loss: 0.4779 Epoch 1/1... Discriminator Loss: 1.7785... Generator Loss: 0.5524 Epoch 1/1... Discriminator Loss: 1.5474... Generator Loss: 0.4941 Epoch 1/1... Discriminator Loss: 1.4227... Generator Loss: 0.5467 Epoch 1/1... Discriminator Loss: 1.0863... Generator Loss: 0.5863 Epoch 1/1... Discriminator Loss: 1.2357... Generator Loss: 0.6542 Epoch 1/1... Discriminator Loss: 1.7349... Generator Loss: 0.5284
Epoch 1/1... Discriminator Loss: 1.1525... Generator Loss: 0.7972 Epoch 1/1... Discriminator Loss: 1.4104... Generator Loss: 0.6892 Epoch 1/1... Discriminator Loss: 1.6326... Generator Loss: 0.4953 Epoch 1/1... Discriminator Loss: 1.2666... Generator Loss: 0.5824 Epoch 1/1... Discriminator Loss: 1.0138... Generator Loss: 0.7457 Epoch 1/1... Discriminator Loss: 1.3429... Generator Loss: 0.6311 Epoch 1/1... Discriminator Loss: 0.8561... Generator Loss: 0.7394 Epoch 1/1... Discriminator Loss: 1.4998... Generator Loss: 0.7755 Epoch 1/1... Discriminator Loss: 1.6048... Generator Loss: 0.5060 Epoch 1/1... Discriminator Loss: 1.1310... Generator Loss: 0.7400
Epoch 1/1... Discriminator Loss: 1.2188... Generator Loss: 0.7217 Epoch 1/1... Discriminator Loss: 1.1199... Generator Loss: 0.6051 Epoch 1/1... Discriminator Loss: 1.3816... Generator Loss: 0.7927 Epoch 1/1... Discriminator Loss: 1.0883... Generator Loss: 0.5707 Epoch 1/1... Discriminator Loss: 1.4503... Generator Loss: 0.5301 Epoch 1/1... Discriminator Loss: 1.4069... Generator Loss: 0.6410 Epoch 1/1... Discriminator Loss: 1.2427... Generator Loss: 0.7167 Epoch 1/1... Discriminator Loss: 1.2585... Generator Loss: 0.6864 Epoch 1/1... Discriminator Loss: 1.3453... Generator Loss: 0.5312 Epoch 1/1... Discriminator Loss: 1.3010... Generator Loss: 0.5377
Epoch 1/1... Discriminator Loss: 1.2119... Generator Loss: 0.5982 Epoch 1/1... Discriminator Loss: 1.0114... Generator Loss: 0.9455 Epoch 1/1... Discriminator Loss: 0.9655... Generator Loss: 0.7077 Epoch 1/1... Discriminator Loss: 1.6949... Generator Loss: 0.4205 Epoch 1/1... Discriminator Loss: 1.5386... Generator Loss: 0.4730 Epoch 1/1... Discriminator Loss: 1.9464... Generator Loss: 0.3838 Epoch 1/1... Discriminator Loss: 1.4018... Generator Loss: 0.6394 Epoch 1/1... Discriminator Loss: 0.8893... Generator Loss: 1.3592 Epoch 1/1... Discriminator Loss: 1.0810... Generator Loss: 0.6194 Epoch 1/1... Discriminator Loss: 1.4252... Generator Loss: 0.5674
Epoch 1/1... Discriminator Loss: 1.4696... Generator Loss: 0.6430 Epoch 1/1... Discriminator Loss: 1.7545... Generator Loss: 0.6487 Epoch 1/1... Discriminator Loss: 1.1603... Generator Loss: 0.6381 Epoch 1/1... Discriminator Loss: 1.2842... Generator Loss: 0.6304 Epoch 1/1... Discriminator Loss: 1.3038... Generator Loss: 0.6033 Epoch 1/1... Discriminator Loss: 1.2881... Generator Loss: 0.6360 Epoch 1/1... Discriminator Loss: 1.1980... Generator Loss: 0.6521 Epoch 1/1... Discriminator Loss: 1.2573... Generator Loss: 0.6729 Epoch 1/1... Discriminator Loss: 1.0572... Generator Loss: 0.8584 Epoch 1/1... Discriminator Loss: 1.7188... Generator Loss: 0.4636
Epoch 1/1... Discriminator Loss: 0.8549... Generator Loss: 0.6365 Epoch 1/1... Discriminator Loss: 0.9763... Generator Loss: 0.6695 Epoch 1/1... Discriminator Loss: 0.9871... Generator Loss: 0.8867 Epoch 1/1... Discriminator Loss: 1.8965... Generator Loss: 0.4448 Epoch 1/1... Discriminator Loss: 1.3021... Generator Loss: 0.7595 Epoch 1/1... Discriminator Loss: 1.3173... Generator Loss: 0.6405 Epoch 1/1... Discriminator Loss: 1.5486... Generator Loss: 0.6849 Epoch 1/1... Discriminator Loss: 2.0407... Generator Loss: 0.6107 Epoch 1/1... Discriminator Loss: 1.3503... Generator Loss: 0.6183 Epoch 1/1... Discriminator Loss: 1.4815... Generator Loss: 0.6699
Epoch 1/1... Discriminator Loss: 0.9198... Generator Loss: 0.8892 Epoch 1/1... Discriminator Loss: 1.8082... Generator Loss: 0.4377 Epoch 1/1... Discriminator Loss: 1.1595... Generator Loss: 0.8109 Epoch 1/1... Discriminator Loss: 1.3251... Generator Loss: 0.6059 Epoch 1/1... Discriminator Loss: 1.1695... Generator Loss: 0.5594 Epoch 1/1... Discriminator Loss: 1.6294... Generator Loss: 0.5762 Epoch 1/1... Discriminator Loss: 1.7700... Generator Loss: 0.5473 Epoch 1/1... Discriminator Loss: 1.2270... Generator Loss: 0.6973 Epoch 1/1... Discriminator Loss: 2.0782... Generator Loss: 0.3833 Epoch 1/1... Discriminator Loss: 1.2521... Generator Loss: 0.7048
Epoch 1/1... Discriminator Loss: 1.4754... Generator Loss: 0.5038 Epoch 1/1... Discriminator Loss: 1.2323... Generator Loss: 0.5886 Epoch 1/1... Discriminator Loss: 1.5172... Generator Loss: 0.4806 Epoch 1/1... Discriminator Loss: 1.6884... Generator Loss: 0.4878 Epoch 1/1... Discriminator Loss: 1.2438... Generator Loss: 0.5774 Epoch 1/1... Discriminator Loss: 1.3891... Generator Loss: 0.6112 Epoch 1/1... Discriminator Loss: 1.6042... Generator Loss: 0.4264 Epoch 1/1... Discriminator Loss: 1.6680... Generator Loss: 0.6636 Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.6450 Epoch 1/1... Discriminator Loss: 1.2395... Generator Loss: 0.6319
Epoch 1/1... Discriminator Loss: 1.7355... Generator Loss: 0.3715 Epoch 1/1... Discriminator Loss: 1.1092... Generator Loss: 0.7127 Epoch 1/1... Discriminator Loss: 1.5759... Generator Loss: 0.3466 Epoch 1/1... Discriminator Loss: 1.3368... Generator Loss: 0.7181 Epoch 1/1... Discriminator Loss: 1.4297... Generator Loss: 0.5045 Epoch 1/1... Discriminator Loss: 1.6798... Generator Loss: 0.6193 Epoch 1/1... Discriminator Loss: 1.0487... Generator Loss: 0.8188 Epoch 1/1... Discriminator Loss: 1.2363... Generator Loss: 0.6748 Epoch 1/1... Discriminator Loss: 1.3187... Generator Loss: 0.5182 Epoch 1/1... Discriminator Loss: 1.1543... Generator Loss: 0.6060
Epoch 1/1... Discriminator Loss: 1.3492... Generator Loss: 0.5379 Epoch 1/1... Discriminator Loss: 1.0057... Generator Loss: 0.8818 Epoch 1/1... Discriminator Loss: 1.5688... Generator Loss: 0.4949 Epoch 1/1... Discriminator Loss: 0.9933... Generator Loss: 1.0297 Epoch 1/1... Discriminator Loss: 1.3539... Generator Loss: 0.5431 Epoch 1/1... Discriminator Loss: 1.3871... Generator Loss: 0.6150 Epoch 1/1... Discriminator Loss: 1.2703... Generator Loss: 0.6696 Epoch 1/1... Discriminator Loss: 1.4167... Generator Loss: 0.5875 Epoch 1/1... Discriminator Loss: 1.6973... Generator Loss: 0.5016 Epoch 1/1... Discriminator Loss: 1.2409... Generator Loss: 0.7670
Epoch 1/1... Discriminator Loss: 1.7220... Generator Loss: 0.4701 Epoch 1/1... Discriminator Loss: 1.1603... Generator Loss: 0.7423 Epoch 1/1... Discriminator Loss: 1.4407... Generator Loss: 0.5065 Epoch 1/1... Discriminator Loss: 1.3452... Generator Loss: 0.6097 Epoch 1/1... Discriminator Loss: 1.2161... Generator Loss: 0.6115 Epoch 1/1... Discriminator Loss: 1.5889... Generator Loss: 0.5547 Epoch 1/1... Discriminator Loss: 1.2803... Generator Loss: 0.5532 Epoch 1/1... Discriminator Loss: 1.2993... Generator Loss: 0.7771 Epoch 1/1... Discriminator Loss: 1.2858... Generator Loss: 0.6100 Epoch 1/1... Discriminator Loss: 1.6541... Generator Loss: 0.5299
Epoch 1/1... Discriminator Loss: 1.4945... Generator Loss: 0.5132 Epoch 1/1... Discriminator Loss: 1.1499... Generator Loss: 0.5808 Epoch 1/1... Discriminator Loss: 2.2115... Generator Loss: 0.3197 Epoch 1/1... Discriminator Loss: 1.2862... Generator Loss: 0.5146 Epoch 1/1... Discriminator Loss: 1.5212... Generator Loss: 0.6605 Epoch 1/1... Discriminator Loss: 1.6838... Generator Loss: 0.6476 Epoch 1/1... Discriminator Loss: 1.3108... Generator Loss: 0.5154 Epoch 1/1... Discriminator Loss: 1.1666... Generator Loss: 0.6667 Epoch 1/1... Discriminator Loss: 1.8553... Generator Loss: 0.4246 Epoch 1/1... Discriminator Loss: 1.5533... Generator Loss: 0.5470
Epoch 1/1... Discriminator Loss: 1.3625... Generator Loss: 0.5817 Epoch 1/1... Discriminator Loss: 1.1395... Generator Loss: 0.6833 Epoch 1/1... Discriminator Loss: 1.3336... Generator Loss: 0.6560 Epoch 1/1... Discriminator Loss: 1.6638... Generator Loss: 0.5374 Epoch 1/1... Discriminator Loss: 1.6762... Generator Loss: 0.5082 Epoch 1/1... Discriminator Loss: 0.8000... Generator Loss: 0.8044 Epoch 1/1... Discriminator Loss: 1.7467... Generator Loss: 0.4583 Epoch 1/1... Discriminator Loss: 1.3360... Generator Loss: 0.5662 Epoch 1/1... Discriminator Loss: 1.2482... Generator Loss: 0.9031 Epoch 1/1... Discriminator Loss: 0.8089... Generator Loss: 0.9353
Epoch 1/1... Discriminator Loss: 1.3589... Generator Loss: 0.6421 Epoch 1/1... Discriminator Loss: 1.4776... Generator Loss: 0.4684 Epoch 1/1... Discriminator Loss: 2.0229... Generator Loss: 0.3648 Epoch 1/1... Discriminator Loss: 1.2298... Generator Loss: 0.4890 Epoch 1/1... Discriminator Loss: 1.6674... Generator Loss: 0.7134 Epoch 1/1... Discriminator Loss: 1.3003... Generator Loss: 0.5308 Epoch 1/1... Discriminator Loss: 1.1686... Generator Loss: 0.8544 Epoch 1/1... Discriminator Loss: 1.7274... Generator Loss: 0.4008 Epoch 1/1... Discriminator Loss: 0.8489... Generator Loss: 1.0530 Epoch 1/1... Discriminator Loss: 0.7868... Generator Loss: 0.8682
Epoch 1/1... Discriminator Loss: 1.6509... Generator Loss: 0.4734 Epoch 1/1... Discriminator Loss: 1.3165... Generator Loss: 0.6514 Epoch 1/1... Discriminator Loss: 1.4776... Generator Loss: 0.4308 Epoch 1/1... Discriminator Loss: 1.2218... Generator Loss: 0.6297 Epoch 1/1... Discriminator Loss: 1.4730... Generator Loss: 0.6068 Epoch 1/1... Discriminator Loss: 1.2198... Generator Loss: 0.6475 Epoch 1/1... Discriminator Loss: 0.8774... Generator Loss: 0.7231 Epoch 1/1... Discriminator Loss: 1.5124... Generator Loss: 0.5138 Epoch 1/1... Discriminator Loss: 1.5710... Generator Loss: 0.5069 Epoch 1/1... Discriminator Loss: 1.3054... Generator Loss: 0.6111
Epoch 1/1... Discriminator Loss: 1.1039... Generator Loss: 0.6166 Epoch 1/1... Discriminator Loss: 1.5087... Generator Loss: 0.7011 Epoch 1/1... Discriminator Loss: 0.9231... Generator Loss: 0.7292 Epoch 1/1... Discriminator Loss: 1.2307... Generator Loss: 0.6222 Epoch 1/1... Discriminator Loss: 1.4068... Generator Loss: 0.4813 Epoch 1/1... Discriminator Loss: 1.5953... Generator Loss: 0.5048 Epoch 1/1... Discriminator Loss: 1.4446... Generator Loss: 0.4503 Epoch 1/1... Discriminator Loss: 1.2256... Generator Loss: 0.4927 Epoch 1/1... Discriminator Loss: 1.1363... Generator Loss: 0.7273 Epoch 1/1... Discriminator Loss: 1.0185... Generator Loss: 0.8120
Epoch 1/1... Discriminator Loss: 1.4218... Generator Loss: 0.5732 Epoch 1/1... Discriminator Loss: 1.5932... Generator Loss: 0.5645 Epoch 1/1... Discriminator Loss: 2.3357... Generator Loss: 0.3356 Epoch 1/1... Discriminator Loss: 0.9281... Generator Loss: 0.8396 Epoch 1/1... Discriminator Loss: 1.0147... Generator Loss: 0.7569 Epoch 1/1... Discriminator Loss: 1.5090... Generator Loss: 0.4222 Epoch 1/1... Discriminator Loss: 1.2062... Generator Loss: 0.5693 Epoch 1/1... Discriminator Loss: 1.9895... Generator Loss: 0.5634 Epoch 1/1... Discriminator Loss: 1.7421... Generator Loss: 0.5685 Epoch 1/1... Discriminator Loss: 1.6487... Generator Loss: 0.4513
Epoch 1/1... Discriminator Loss: 1.2380... Generator Loss: 0.7057 Epoch 1/1... Discriminator Loss: 0.9969... Generator Loss: 0.6805 Epoch 1/1... Discriminator Loss: 1.4813... Generator Loss: 0.5880 Epoch 1/1... Discriminator Loss: 1.0522... Generator Loss: 0.7936 Epoch 1/1... Discriminator Loss: 1.1956... Generator Loss: 0.5891 Epoch 1/1... Discriminator Loss: 2.0799... Generator Loss: 0.3430 Epoch 1/1... Discriminator Loss: 1.7638... Generator Loss: 0.4437 Epoch 1/1... Discriminator Loss: 1.0544... Generator Loss: 0.6888 Epoch 1/1... Discriminator Loss: 1.4962... Generator Loss: 0.5783 Epoch 1/1... Discriminator Loss: 1.6298... Generator Loss: 0.3568
Epoch 1/1... Discriminator Loss: 1.1949... Generator Loss: 0.6969 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 0.5401 Epoch 1/1... Discriminator Loss: 1.7740... Generator Loss: 0.4015 Epoch 1/1... Discriminator Loss: 1.2344... Generator Loss: 0.7163 Epoch 1/1... Discriminator Loss: 1.1826... Generator Loss: 0.5950 Epoch 1/1... Discriminator Loss: 1.3279... Generator Loss: 0.5187 Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 0.9398 Epoch 1/1... Discriminator Loss: 1.9140... Generator Loss: 0.5313 Epoch 1/1... Discriminator Loss: 1.1259... Generator Loss: 0.5789 Epoch 1/1... Discriminator Loss: 1.3854... Generator Loss: 0.5776
Epoch 1/1... Discriminator Loss: 1.2680... Generator Loss: 0.6779 Epoch 1/1... Discriminator Loss: 1.1726... Generator Loss: 0.6328 Epoch 1/1... Discriminator Loss: 1.6126... Generator Loss: 0.5090 Epoch 1/1... Discriminator Loss: 1.5366... Generator Loss: 0.7790 Epoch 1/1... Discriminator Loss: 1.3124... Generator Loss: 0.7048 Epoch 1/1... Discriminator Loss: 1.4723... Generator Loss: 0.5673 Epoch 1/1... Discriminator Loss: 1.7118... Generator Loss: 0.4319 Epoch 1/1... Discriminator Loss: 1.2263... Generator Loss: 0.4504 Epoch 1/1... Discriminator Loss: 1.7280... Generator Loss: 0.6076 Epoch 1/1... Discriminator Loss: 1.7134... Generator Loss: 0.3844
Epoch 1/1... Discriminator Loss: 1.1704... Generator Loss: 0.6380 Epoch 1/1... Discriminator Loss: 1.2060... Generator Loss: 0.6122 Epoch 1/1... Discriminator Loss: 1.2484... Generator Loss: 0.5864 Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 0.5274 Epoch 1/1... Discriminator Loss: 1.8738... Generator Loss: 0.3644 Epoch 1/1... Discriminator Loss: 1.1776... Generator Loss: 0.6223 Epoch 1/1... Discriminator Loss: 0.8477... Generator Loss: 0.8993 Epoch 1/1... Discriminator Loss: 1.2842... Generator Loss: 0.5563 Epoch 1/1... Discriminator Loss: 1.6878... Generator Loss: 0.4106 Epoch 1/1... Discriminator Loss: 1.3701... Generator Loss: 0.5585
Epoch 1/1... Discriminator Loss: 1.4481... Generator Loss: 0.6067 Epoch 1/1... Discriminator Loss: 1.3984... Generator Loss: 0.6442 Epoch 1/1... Discriminator Loss: 1.8599... Generator Loss: 0.3116 Epoch 1/1... Discriminator Loss: 1.8400... Generator Loss: 0.3305 Epoch 1/1... Discriminator Loss: 1.6789... Generator Loss: 0.5425 Epoch 1/1... Discriminator Loss: 1.4631... Generator Loss: 0.4324 Epoch 1/1... Discriminator Loss: 1.1498... Generator Loss: 0.6752 Epoch 1/1... Discriminator Loss: 1.4825... Generator Loss: 0.4289 Epoch 1/1... Discriminator Loss: 1.2357... Generator Loss: 0.6158 Epoch 1/1... Discriminator Loss: 1.4075... Generator Loss: 0.5333
Epoch 1/1... Discriminator Loss: 1.4928... Generator Loss: 0.4350 Epoch 1/1... Discriminator Loss: 1.6075... Generator Loss: 0.4545 Epoch 1/1... Discriminator Loss: 1.7411... Generator Loss: 0.6054 Epoch 1/1... Discriminator Loss: 1.1838... Generator Loss: 0.7105 Epoch 1/1... Discriminator Loss: 1.5340... Generator Loss: 0.5070 Epoch 1/1... Discriminator Loss: 1.4807... Generator Loss: 0.5500 Epoch 1/1... Discriminator Loss: 1.8412... Generator Loss: 0.5735 Epoch 1/1... Discriminator Loss: 0.9796... Generator Loss: 0.6557 Epoch 1/1... Discriminator Loss: 1.0225... Generator Loss: 0.9929 Epoch 1/1... Discriminator Loss: 1.0758... Generator Loss: 0.6798
Epoch 1/1... Discriminator Loss: 1.3756... Generator Loss: 0.4233 Epoch 1/1... Discriminator Loss: 1.3772... Generator Loss: 0.4073 Epoch 1/1... Discriminator Loss: 1.8155... Generator Loss: 0.4857 Epoch 1/1... Discriminator Loss: 1.3587... Generator Loss: 0.4719 Epoch 1/1... Discriminator Loss: 0.9671... Generator Loss: 0.9214 Epoch 1/1... Discriminator Loss: 1.4708... Generator Loss: 0.5559 Epoch 1/1... Discriminator Loss: 1.6720... Generator Loss: 0.4380 Epoch 1/1... Discriminator Loss: 1.3696... Generator Loss: 0.5337 Epoch 1/1... Discriminator Loss: 1.3794... Generator Loss: 0.5832 Epoch 1/1... Discriminator Loss: 1.1488... Generator Loss: 0.6673
Epoch 1/1... Discriminator Loss: 1.2737... Generator Loss: 0.5835 Epoch 1/1... Discriminator Loss: 1.6257... Generator Loss: 0.3566 Epoch 1/1... Discriminator Loss: 1.1021... Generator Loss: 0.6593 Epoch 1/1... Discriminator Loss: 1.7529... Generator Loss: 0.8301 Epoch 1/1... Discriminator Loss: 0.8536... Generator Loss: 0.9661 Epoch 1/1... Discriminator Loss: 1.7661... Generator Loss: 0.7860 Epoch 1/1... Discriminator Loss: 1.4898... Generator Loss: 0.5388 Epoch 1/1... Discriminator Loss: 1.4693... Generator Loss: 0.3744 Epoch 1/1... Discriminator Loss: 1.4407... Generator Loss: 0.6633 Epoch 1/1... Discriminator Loss: 1.3510... Generator Loss: 0.5705
Epoch 1/1... Discriminator Loss: 1.4483... Generator Loss: 0.5034 Epoch 1/1... Discriminator Loss: 1.3067... Generator Loss: 0.7947 Epoch 1/1... Discriminator Loss: 1.6962... Generator Loss: 0.4741 Epoch 1/1... Discriminator Loss: 1.6495... Generator Loss: 0.4204 Epoch 1/1... Discriminator Loss: 1.3649... Generator Loss: 0.4611 Epoch 1/1... Discriminator Loss: 1.3244... Generator Loss: 0.6594 Epoch 1/1... Discriminator Loss: 2.6935... Generator Loss: 0.5168 Epoch 1/1... Discriminator Loss: 1.4460... Generator Loss: 0.5344 Epoch 1/1... Discriminator Loss: 0.8601... Generator Loss: 0.9723 Epoch 1/1... Discriminator Loss: 1.8985... Generator Loss: 0.4520
Epoch 1/1... Discriminator Loss: 1.9748... Generator Loss: 0.2217 Epoch 1/1... Discriminator Loss: 1.8545... Generator Loss: 0.4288 Epoch 1/1... Discriminator Loss: 1.5472... Generator Loss: 0.4362 Epoch 1/1... Discriminator Loss: 0.9908... Generator Loss: 0.7467 Epoch 1/1... Discriminator Loss: 1.4753... Generator Loss: 0.5634 Epoch 1/1... Discriminator Loss: 1.3167... Generator Loss: 0.5718 Epoch 1/1... Discriminator Loss: 1.6276... Generator Loss: 0.4541 Epoch 1/1... Discriminator Loss: 1.5880... Generator Loss: 0.5651 Epoch 1/1... Discriminator Loss: 1.2390... Generator Loss: 0.7654 Epoch 1/1... Discriminator Loss: 1.0683... Generator Loss: 0.7156
Epoch 1/1... Discriminator Loss: 1.2588... Generator Loss: 0.6360 Epoch 1/1... Discriminator Loss: 0.7478... Generator Loss: 0.9265 Epoch 1/1... Discriminator Loss: 2.0787... Generator Loss: 0.5025 Epoch 1/1... Discriminator Loss: 1.2702... Generator Loss: 0.5834 Epoch 1/1... Discriminator Loss: 1.4433... Generator Loss: 0.6453 Epoch 1/1... Discriminator Loss: 1.1133... Generator Loss: 0.6450 Epoch 1/1... Discriminator Loss: 1.4882... Generator Loss: 0.5111 Epoch 1/1... Discriminator Loss: 1.7913... Generator Loss: 0.4862 Epoch 1/1... Discriminator Loss: 1.1939... Generator Loss: 0.5057 Epoch 1/1... Discriminator Loss: 1.1410... Generator Loss: 0.6953
Epoch 1/1... Discriminator Loss: 1.7093... Generator Loss: 0.4747 Epoch 1/1... Discriminator Loss: 1.5430... Generator Loss: 0.3961 Epoch 1/1... Discriminator Loss: 1.6943... Generator Loss: 0.5342 Epoch 1/1... Discriminator Loss: 1.1070... Generator Loss: 0.9216 Epoch 1/1... Discriminator Loss: 1.2599... Generator Loss: 0.7237 Epoch 1/1... Discriminator Loss: 1.4452... Generator Loss: 0.5499 Epoch 1/1... Discriminator Loss: 1.5285... Generator Loss: 0.6479 Epoch 1/1... Discriminator Loss: 1.2537... Generator Loss: 1.0106 Epoch 1/1... Discriminator Loss: 1.4286... Generator Loss: 0.6518 Epoch 1/1... Discriminator Loss: 1.0751... Generator Loss: 0.4793
Epoch 1/1... Discriminator Loss: 1.2396... Generator Loss: 0.6715 Epoch 1/1... Discriminator Loss: 2.0158... Generator Loss: 0.3287 Epoch 1/1... Discriminator Loss: 1.5936... Generator Loss: 0.3549 Epoch 1/1... Discriminator Loss: 1.4707... Generator Loss: 0.5776 Epoch 1/1... Discriminator Loss: 1.8501... Generator Loss: 0.4381 Epoch 1/1... Discriminator Loss: 0.8337... Generator Loss: 0.8489 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 0.6962 Epoch 1/1... Discriminator Loss: 1.5547... Generator Loss: 0.5276 Epoch 1/1... Discriminator Loss: 1.5842... Generator Loss: 0.5693 Epoch 1/1... Discriminator Loss: 0.9138... Generator Loss: 0.8517
Epoch 1/1... Discriminator Loss: 2.3543... Generator Loss: 0.2307 Epoch 1/1... Discriminator Loss: 1.7743... Generator Loss: 0.4952 Epoch 1/1... Discriminator Loss: 2.0731... Generator Loss: 0.2673 Epoch 1/1... Discriminator Loss: 0.9612... Generator Loss: 0.7228 Epoch 1/1... Discriminator Loss: 1.8695... Generator Loss: 0.4683 Epoch 1/1... Discriminator Loss: 1.3830... Generator Loss: 0.5040 Epoch 1/1... Discriminator Loss: 1.6972... Generator Loss: 0.5788 Epoch 1/1... Discriminator Loss: 1.6928... Generator Loss: 0.6355 Epoch 1/1... Discriminator Loss: 1.1779... Generator Loss: 0.6583 Epoch 1/1... Discriminator Loss: 1.2125... Generator Loss: 0.5835
Epoch 1/1... Discriminator Loss: 1.3210... Generator Loss: 0.4524 Epoch 1/1... Discriminator Loss: 1.8125... Generator Loss: 0.4012 Epoch 1/1... Discriminator Loss: 1.5779... Generator Loss: 0.6494 Epoch 1/1... Discriminator Loss: 1.2558... Generator Loss: 0.5415 Epoch 1/1... Discriminator Loss: 0.9400... Generator Loss: 0.9075 Epoch 1/1... Discriminator Loss: 1.2497... Generator Loss: 0.6380 Epoch 1/1... Discriminator Loss: 1.3534... Generator Loss: 0.4344 Epoch 1/1... Discriminator Loss: 1.3469... Generator Loss: 0.6135 Epoch 1/1... Discriminator Loss: 1.5359... Generator Loss: 0.5220 Epoch 1/1... Discriminator Loss: 1.6262... Generator Loss: 0.6517
Epoch 1/1... Discriminator Loss: 1.2437... Generator Loss: 0.5968 Epoch 1/1... Discriminator Loss: 0.9943... Generator Loss: 0.7648 Epoch 1/1... Discriminator Loss: 2.0460... Generator Loss: 0.5175 Epoch 1/1... Discriminator Loss: 1.2707... Generator Loss: 0.6485 Epoch 1/1... Discriminator Loss: 1.0900... Generator Loss: 0.8746 Epoch 1/1... Discriminator Loss: 1.4037... Generator Loss: 0.6218 Epoch 1/1... Discriminator Loss: 1.5123... Generator Loss: 0.7211 Epoch 1/1... Discriminator Loss: 1.3523... Generator Loss: 0.5889 Epoch 1/1... Discriminator Loss: 1.6779... Generator Loss: 0.4279 Epoch 1/1... Discriminator Loss: 1.7329... Generator Loss: 0.4597
Epoch 1/1... Discriminator Loss: 1.5853... Generator Loss: 0.6087 Epoch 1/1... Discriminator Loss: 1.5773... Generator Loss: 0.4943 Epoch 1/1... Discriminator Loss: 1.5609... Generator Loss: 0.3977 Epoch 1/1... Discriminator Loss: 1.3258... Generator Loss: 0.6079 Epoch 1/1... Discriminator Loss: 0.7798... Generator Loss: 0.8669 Epoch 1/1... Discriminator Loss: 1.2505... Generator Loss: 0.6999 Epoch 1/1... Discriminator Loss: 1.5325... Generator Loss: 0.4929 Epoch 1/1... Discriminator Loss: 1.2757... Generator Loss: 0.4688 Epoch 1/1... Discriminator Loss: 1.4525... Generator Loss: 0.4512 Epoch 1/1... Discriminator Loss: 0.8333... Generator Loss: 1.4013
Epoch 1/1... Discriminator Loss: 1.2896... Generator Loss: 0.5620 Epoch 1/1... Discriminator Loss: 1.3649... Generator Loss: 0.5195 Epoch 1/1... Discriminator Loss: 1.2596... Generator Loss: 0.5533 Epoch 1/1... Discriminator Loss: 1.4997... Generator Loss: 0.4479 Epoch 1/1... Discriminator Loss: 1.5476... Generator Loss: 0.6929 Epoch 1/1... Discriminator Loss: 1.3383... Generator Loss: 0.6103 Epoch 1/1... Discriminator Loss: 1.9077... Generator Loss: 0.4984 Epoch 1/1... Discriminator Loss: 1.5920... Generator Loss: 0.4347 Epoch 1/1... Discriminator Loss: 1.2765... Generator Loss: 0.5336 Epoch 1/1... Discriminator Loss: 1.8276... Generator Loss: 0.4106
Epoch 1/1... Discriminator Loss: 1.2520... Generator Loss: 0.6809 Epoch 1/1... Discriminator Loss: 1.0044... Generator Loss: 0.5441 Epoch 1/1... Discriminator Loss: 1.1115... Generator Loss: 0.8490 Epoch 1/1... Discriminator Loss: 1.4906... Generator Loss: 0.4196 Epoch 1/1... Discriminator Loss: 1.7450... Generator Loss: 0.4256 Epoch 1/1... Discriminator Loss: 1.5390... Generator Loss: 0.6149 Epoch 1/1... Discriminator Loss: 1.7863... Generator Loss: 0.7579 Epoch 1/1... Discriminator Loss: 1.4047... Generator Loss: 0.6227 Epoch 1/1... Discriminator Loss: 1.1644... Generator Loss: 0.7160 Epoch 1/1... Discriminator Loss: 1.1033... Generator Loss: 0.8717
Epoch 1/1... Discriminator Loss: 1.4480... Generator Loss: 0.5537 Epoch 1/1... Discriminator Loss: 0.8735... Generator Loss: 1.0712 Epoch 1/1... Discriminator Loss: 1.5015... Generator Loss: 0.4207 Epoch 1/1... Discriminator Loss: 1.2853... Generator Loss: 0.7950 Epoch 1/1... Discriminator Loss: 1.6873... Generator Loss: 0.5840 Epoch 1/1... Discriminator Loss: 0.8105... Generator Loss: 0.7246 Epoch 1/1... Discriminator Loss: 1.7277... Generator Loss: 0.4607 Epoch 1/1... Discriminator Loss: 1.0233... Generator Loss: 0.6718 Epoch 1/1... Discriminator Loss: 1.4999... Generator Loss: 0.4377 Epoch 1/1... Discriminator Loss: 1.5081... Generator Loss: 0.7538
Epoch 1/1... Discriminator Loss: 1.1106... Generator Loss: 0.6694 Epoch 1/1... Discriminator Loss: 1.4855... Generator Loss: 0.4694 Epoch 1/1... Discriminator Loss: 1.4359... Generator Loss: 0.5896 Epoch 1/1... Discriminator Loss: 1.3879... Generator Loss: 0.5487 Epoch 1/1... Discriminator Loss: 0.9850... Generator Loss: 0.8356 Epoch 1/1... Discriminator Loss: 1.6590... Generator Loss: 0.4445 Epoch 1/1... Discriminator Loss: 1.5094... Generator Loss: 0.6300 Epoch 1/1... Discriminator Loss: 1.3821... Generator Loss: 0.4794 Epoch 1/1... Discriminator Loss: 1.7258... Generator Loss: 0.5592 Epoch 1/1... Discriminator Loss: 1.5451... Generator Loss: 0.4767
Epoch 1/1... Discriminator Loss: 1.3405... Generator Loss: 0.6762 Epoch 1/1... Discriminator Loss: 1.5733... Generator Loss: 0.5354 Epoch 1/1... Discriminator Loss: 1.5678... Generator Loss: 0.4342 Epoch 1/1... Discriminator Loss: 1.3076... Generator Loss: 0.6550 Epoch 1/1... Discriminator Loss: 1.3750... Generator Loss: 0.6422 Epoch 1/1... Discriminator Loss: 1.2297... Generator Loss: 0.5710 Epoch 1/1... Discriminator Loss: 2.0125... Generator Loss: 0.3557 Epoch 1/1... Discriminator Loss: 1.8585... Generator Loss: 0.5232 Epoch 1/1... Discriminator Loss: 1.4304... Generator Loss: 0.4862 Epoch 1/1... Discriminator Loss: 1.1286... Generator Loss: 0.9314
Epoch 1/1... Discriminator Loss: 0.9829... Generator Loss: 0.7577 Epoch 1/1... Discriminator Loss: 1.3699... Generator Loss: 0.7438 Epoch 1/1... Discriminator Loss: 1.2721... Generator Loss: 0.5003 Epoch 1/1... Discriminator Loss: 1.3444... Generator Loss: 0.5838 Epoch 1/1... Discriminator Loss: 1.8249... Generator Loss: 0.2796 Epoch 1/1... Discriminator Loss: 1.5526... Generator Loss: 0.6839 Epoch 1/1... Discriminator Loss: 1.7145... Generator Loss: 0.3626 Epoch 1/1... Discriminator Loss: 1.2562... Generator Loss: 0.8002 Epoch 1/1... Discriminator Loss: 1.4979... Generator Loss: 0.4586 Epoch 1/1... Discriminator Loss: 1.3691... Generator Loss: 0.4541
Epoch 1/1... Discriminator Loss: 0.7516... Generator Loss: 0.8302 Epoch 1/1... Discriminator Loss: 1.2662... Generator Loss: 0.4863 Epoch 1/1... Discriminator Loss: 1.6687... Generator Loss: 0.5547 Epoch 1/1... Discriminator Loss: 1.3076... Generator Loss: 0.5981 Epoch 1/1... Discriminator Loss: 1.3513... Generator Loss: 0.6198 Epoch 1/1... Discriminator Loss: 1.5649... Generator Loss: 0.5561 Epoch 1/1... Discriminator Loss: 1.7218... Generator Loss: 0.5198 Epoch 1/1... Discriminator Loss: 1.1226... Generator Loss: 0.6140 Epoch 1/1... Discriminator Loss: 1.0946... Generator Loss: 0.9066 Epoch 1/1... Discriminator Loss: 0.7153... Generator Loss: 0.9326
Epoch 1/1... Discriminator Loss: 1.0875... Generator Loss: 0.8140 Epoch 1/1... Discriminator Loss: 1.1615... Generator Loss: 0.5624 Epoch 1/1... Discriminator Loss: 1.2558... Generator Loss: 0.5344 Epoch 1/1... Discriminator Loss: 1.5583... Generator Loss: 0.6337 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.7128 Epoch 1/1... Discriminator Loss: 1.1172... Generator Loss: 0.6998 Epoch 1/1... Discriminator Loss: 1.0024... Generator Loss: 0.6689 Epoch 1/1... Discriminator Loss: 1.0552... Generator Loss: 0.8375 Epoch 1/1... Discriminator Loss: 1.1261... Generator Loss: 0.7579 Epoch 1/1... Discriminator Loss: 1.3174... Generator Loss: 0.4690
Epoch 1/1... Discriminator Loss: 0.7377... Generator Loss: 1.0582 Epoch 1/1... Discriminator Loss: 1.2792... Generator Loss: 0.8333 Epoch 1/1... Discriminator Loss: 1.4262... Generator Loss: 0.4632 Epoch 1/1... Discriminator Loss: 1.8317... Generator Loss: 0.2680 Epoch 1/1... Discriminator Loss: 1.6044... Generator Loss: 0.4502 Epoch 1/1... Discriminator Loss: 1.2538... Generator Loss: 0.8691 Epoch 1/1... Discriminator Loss: 1.5701... Generator Loss: 0.6408 Epoch 1/1... Discriminator Loss: 1.7279... Generator Loss: 0.3739 Epoch 1/1... Discriminator Loss: 1.1257... Generator Loss: 0.7209 Epoch 1/1... Discriminator Loss: 1.4404... Generator Loss: 0.4591
Epoch 1/1... Discriminator Loss: 1.2717... Generator Loss: 0.6670 Epoch 1/1... Discriminator Loss: 1.8281... Generator Loss: 0.6786 Epoch 1/1... Discriminator Loss: 0.9865... Generator Loss: 1.0337 Epoch 1/1... Discriminator Loss: 1.5732... Generator Loss: 0.5057 Epoch 1/1... Discriminator Loss: 1.2812... Generator Loss: 0.5835 Epoch 1/1... Discriminator Loss: 1.4142... Generator Loss: 0.4522 Epoch 1/1... Discriminator Loss: 1.8867... Generator Loss: 0.4873 Epoch 1/1... Discriminator Loss: 1.5861... Generator Loss: 0.5844 Epoch 1/1... Discriminator Loss: 1.1935... Generator Loss: 0.7689 Epoch 1/1... Discriminator Loss: 1.3813... Generator Loss: 0.5319
Epoch 1/1... Discriminator Loss: 1.4353... Generator Loss: 0.5869 Epoch 1/1... Discriminator Loss: 1.0054... Generator Loss: 0.8962 Epoch 1/1... Discriminator Loss: 1.6886... Generator Loss: 0.4986 Epoch 1/1... Discriminator Loss: 1.7927... Generator Loss: 0.5749 Epoch 1/1... Discriminator Loss: 1.5121... Generator Loss: 0.5180 Epoch 1/1... Discriminator Loss: 1.2239... Generator Loss: 0.6097 Epoch 1/1... Discriminator Loss: 1.4265... Generator Loss: 0.5021 Epoch 1/1... Discriminator Loss: 1.6858... Generator Loss: 0.5116 Epoch 1/1... Discriminator Loss: 1.2931... Generator Loss: 0.4754 Epoch 1/1... Discriminator Loss: 1.2611... Generator Loss: 0.5840
Epoch 1/1... Discriminator Loss: 1.2526... Generator Loss: 0.6632 Epoch 1/1... Discriminator Loss: 1.3661... Generator Loss: 0.6067 Epoch 1/1... Discriminator Loss: 1.3096... Generator Loss: 0.5354 Epoch 1/1... Discriminator Loss: 1.5940... Generator Loss: 0.6967 Epoch 1/1... Discriminator Loss: 2.2624... Generator Loss: 0.4120 Epoch 1/1... Discriminator Loss: 1.0951... Generator Loss: 0.6493 Epoch 1/1... Discriminator Loss: 0.8792... Generator Loss: 0.8189 Epoch 1/1... Discriminator Loss: 1.6077... Generator Loss: 0.8198 Epoch 1/1... Discriminator Loss: 1.3197... Generator Loss: 0.6576 Epoch 1/1... Discriminator Loss: 1.0095... Generator Loss: 0.8245
Epoch 1/1... Discriminator Loss: 1.5019... Generator Loss: 0.5249 Epoch 1/1... Discriminator Loss: 1.1393... Generator Loss: 0.6913 Epoch 1/1... Discriminator Loss: 1.3795... Generator Loss: 0.5835 Epoch 1/1... Discriminator Loss: 1.0408... Generator Loss: 1.0818 Epoch 1/1... Discriminator Loss: 1.2742... Generator Loss: 0.5418 Epoch 1/1... Discriminator Loss: 1.6515... Generator Loss: 0.4333 Epoch 1/1... Discriminator Loss: 1.0157... Generator Loss: 0.8783 Epoch 1/1... Discriminator Loss: 1.1444... Generator Loss: 0.6719 Epoch 1/1... Discriminator Loss: 1.3209... Generator Loss: 0.7169 Epoch 1/1... Discriminator Loss: 1.7711... Generator Loss: 0.5713
Epoch 1/1... Discriminator Loss: 1.6689... Generator Loss: 0.5029 Epoch 1/1... Discriminator Loss: 1.0278... Generator Loss: 0.8165 Epoch 1/1... Discriminator Loss: 1.4963... Generator Loss: 0.4580 Epoch 1/1... Discriminator Loss: 1.2675... Generator Loss: 0.6086 Epoch 1/1... Discriminator Loss: 1.3251... Generator Loss: 0.6481 Epoch 1/1... Discriminator Loss: 1.6494... Generator Loss: 0.5007 Epoch 1/1... Discriminator Loss: 1.3052... Generator Loss: 0.4421 Epoch 1/1... Discriminator Loss: 1.3881... Generator Loss: 0.4138 Epoch 1/1... Discriminator Loss: 1.5307... Generator Loss: 0.3551 Epoch 1/1... Discriminator Loss: 1.8915... Generator Loss: 0.5251
Epoch 1/1... Discriminator Loss: 1.3733... Generator Loss: 0.4703 Epoch 1/1... Discriminator Loss: 1.1577... Generator Loss: 0.6875 Epoch 1/1... Discriminator Loss: 1.5756... Generator Loss: 0.6226 Epoch 1/1... Discriminator Loss: 0.9249... Generator Loss: 1.0494 Epoch 1/1... Discriminator Loss: 1.5836... Generator Loss: 0.4383 Epoch 1/1... Discriminator Loss: 1.2909... Generator Loss: 0.6513 Epoch 1/1... Discriminator Loss: 0.8485... Generator Loss: 0.8194 Epoch 1/1... Discriminator Loss: 1.8920... Generator Loss: 0.6544 Epoch 1/1... Discriminator Loss: 1.1580... Generator Loss: 0.5822 Epoch 1/1... Discriminator Loss: 0.7807... Generator Loss: 0.8165
Epoch 1/1... Discriminator Loss: 1.2985... Generator Loss: 0.6108 Epoch 1/1... Discriminator Loss: 1.0021... Generator Loss: 0.6125 Epoch 1/1... Discriminator Loss: 1.1966... Generator Loss: 0.9797 Epoch 1/1... Discriminator Loss: 1.6101... Generator Loss: 0.5578 Epoch 1/1... Discriminator Loss: 1.1559... Generator Loss: 1.0434 Epoch 1/1... Discriminator Loss: 1.7394... Generator Loss: 0.6211 Epoch 1/1... Discriminator Loss: 1.7221... Generator Loss: 0.5013 Epoch 1/1... Discriminator Loss: 1.3773... Generator Loss: 0.6502 Epoch 1/1... Discriminator Loss: 1.6423... Generator Loss: 0.4862 Epoch 1/1... Discriminator Loss: 1.5804... Generator Loss: 0.5998
Epoch 1/1... Discriminator Loss: 1.2186... Generator Loss: 0.8197 Epoch 1/1... Discriminator Loss: 1.3550... Generator Loss: 0.5815 Epoch 1/1... Discriminator Loss: 1.3860... Generator Loss: 0.5342 Epoch 1/1... Discriminator Loss: 1.4644... Generator Loss: 0.6041 Epoch 1/1... Discriminator Loss: 1.1712... Generator Loss: 0.5943 Epoch 1/1... Discriminator Loss: 1.4797... Generator Loss: 0.6370 Epoch 1/1... Discriminator Loss: 0.9797... Generator Loss: 0.7111 Epoch 1/1... Discriminator Loss: 1.8638... Generator Loss: 0.4889 Epoch 1/1... Discriminator Loss: 1.5538... Generator Loss: 0.5611 Epoch 1/1... Discriminator Loss: 1.8153... Generator Loss: 0.4341
Epoch 1/1... Discriminator Loss: 2.1639... Generator Loss: 0.2940 Epoch 1/1... Discriminator Loss: 1.3552... Generator Loss: 0.6421 Epoch 1/1... Discriminator Loss: 1.3595... Generator Loss: 0.5986 Epoch 1/1... Discriminator Loss: 0.7367... Generator Loss: 0.8561 Epoch 1/1... Discriminator Loss: 1.3914... Generator Loss: 0.5337 Epoch 1/1... Discriminator Loss: 1.3105... Generator Loss: 0.4944 Epoch 1/1... Discriminator Loss: 1.5018... Generator Loss: 0.4874 Epoch 1/1... Discriminator Loss: 1.0522... Generator Loss: 0.6844 Epoch 1/1... Discriminator Loss: 1.7025... Generator Loss: 0.5255 Epoch 1/1... Discriminator Loss: 1.0654... Generator Loss: 0.6536
Epoch 1/1... Discriminator Loss: 2.0990... Generator Loss: 0.3273 Epoch 1/1... Discriminator Loss: 1.2738... Generator Loss: 0.5723 Epoch 1/1... Discriminator Loss: 1.2966... Generator Loss: 0.5009 Epoch 1/1... Discriminator Loss: 1.1500... Generator Loss: 0.7522 Epoch 1/1... Discriminator Loss: 0.8235... Generator Loss: 0.7805 Epoch 1/1... Discriminator Loss: 1.3475... Generator Loss: 0.5447 Epoch 1/1... Discriminator Loss: 1.8606... Generator Loss: 0.5270 Epoch 1/1... Discriminator Loss: 1.0758... Generator Loss: 0.5725 Epoch 1/1... Discriminator Loss: 1.2386... Generator Loss: 0.6480 Epoch 1/1... Discriminator Loss: 1.7122... Generator Loss: 0.4433
Epoch 1/1... Discriminator Loss: 1.5439... Generator Loss: 0.4385 Epoch 1/1... Discriminator Loss: 1.5838... Generator Loss: 0.8303 Epoch 1/1... Discriminator Loss: 1.5141... Generator Loss: 0.4980 Epoch 1/1... Discriminator Loss: 1.0591... Generator Loss: 0.9151 Epoch 1/1... Discriminator Loss: 0.9210... Generator Loss: 0.6665 Epoch 1/1... Discriminator Loss: 1.4656... Generator Loss: 0.6190 Epoch 1/1... Discriminator Loss: 1.2408... Generator Loss: 0.5451 Epoch 1/1... Discriminator Loss: 1.4462... Generator Loss: 0.6543 Epoch 1/1... Discriminator Loss: 1.1411... Generator Loss: 0.6208 Epoch 1/1... Discriminator Loss: 1.2006... Generator Loss: 0.5289
Epoch 1/1... Discriminator Loss: 1.2317... Generator Loss: 0.5778 Epoch 1/1... Discriminator Loss: 1.4806... Generator Loss: 0.7689 Epoch 1/1... Discriminator Loss: 0.9099... Generator Loss: 0.7663 Epoch 1/1... Discriminator Loss: 2.0142... Generator Loss: 0.3395 Epoch 1/1... Discriminator Loss: 1.6679... Generator Loss: 0.4314 Epoch 1/1... Discriminator Loss: 1.7161... Generator Loss: 0.4991 Epoch 1/1... Discriminator Loss: 1.1533... Generator Loss: 0.6470 Epoch 1/1... Discriminator Loss: 1.5809... Generator Loss: 0.4393 Epoch 1/1... Discriminator Loss: 1.4263... Generator Loss: 0.5364 Epoch 1/1... Discriminator Loss: 1.5689... Generator Loss: 0.4788
Epoch 1/1... Discriminator Loss: 1.7054... Generator Loss: 0.5833 Epoch 1/1... Discriminator Loss: 2.2559... Generator Loss: 0.3455 Epoch 1/1... Discriminator Loss: 1.4687... Generator Loss: 0.5593 Epoch 1/1... Discriminator Loss: 0.8402... Generator Loss: 0.9104 Epoch 1/1... Discriminator Loss: 1.3768... Generator Loss: 0.7238 Epoch 1/1... Discriminator Loss: 1.8402... Generator Loss: 0.3670 Epoch 1/1... Discriminator Loss: 1.3872... Generator Loss: 0.5845 Epoch 1/1... Discriminator Loss: 1.2404... Generator Loss: 0.6352 Epoch 1/1... Discriminator Loss: 1.2686... Generator Loss: 0.6185 Epoch 1/1... Discriminator Loss: 1.2004... Generator Loss: 0.6977
Epoch 1/1... Discriminator Loss: 1.8852... Generator Loss: 0.4849 Epoch 1/1... Discriminator Loss: 1.0502... Generator Loss: 0.7981 Epoch 1/1... Discriminator Loss: 1.3226... Generator Loss: 0.5926 Epoch 1/1... Discriminator Loss: 1.2419... Generator Loss: 0.7492 Epoch 1/1... Discriminator Loss: 1.5270... Generator Loss: 0.5113 Epoch 1/1... Discriminator Loss: 0.9856... Generator Loss: 0.7710 Epoch 1/1... Discriminator Loss: 1.6420... Generator Loss: 0.5898 Epoch 1/1... Discriminator Loss: 1.3301... Generator Loss: 0.5522 Epoch 1/1... Discriminator Loss: 1.5241... Generator Loss: 0.5221 Epoch 1/1... Discriminator Loss: 1.3909... Generator Loss: 0.6086
Epoch 1/1... Discriminator Loss: 1.2575... Generator Loss: 0.5493 Epoch 1/1... Discriminator Loss: 1.4715... Generator Loss: 0.4505 Epoch 1/1... Discriminator Loss: 1.1790... Generator Loss: 0.6251 Epoch 1/1... Discriminator Loss: 1.4486... Generator Loss: 0.7002 Epoch 1/1... Discriminator Loss: 1.7597... Generator Loss: 0.4754 Epoch 1/1... Discriminator Loss: 1.5776... Generator Loss: 0.5997 Epoch 1/1... Discriminator Loss: 1.0491... Generator Loss: 0.7701 Epoch 1/1... Discriminator Loss: 1.3710... Generator Loss: 0.7747 Epoch 1/1... Discriminator Loss: 1.2265... Generator Loss: 0.6118 Epoch 1/1... Discriminator Loss: 1.3219... Generator Loss: 0.7027
Epoch 1/1... Discriminator Loss: 1.4399... Generator Loss: 0.4991 Epoch 1/1... Discriminator Loss: 2.0033... Generator Loss: 0.4080 Epoch 1/1... Discriminator Loss: 1.2435... Generator Loss: 0.6411 Epoch 1/1... Discriminator Loss: 1.6851... Generator Loss: 0.6535 Epoch 1/1... Discriminator Loss: 1.7610... Generator Loss: 0.5985 Epoch 1/1... Discriminator Loss: 1.2914... Generator Loss: 0.7672 Epoch 1/1... Discriminator Loss: 1.4683... Generator Loss: 0.4725 Epoch 1/1... Discriminator Loss: 1.3884... Generator Loss: 0.5866 Epoch 1/1... Discriminator Loss: 1.1682... Generator Loss: 0.7068 Epoch 1/1... Discriminator Loss: 1.2245... Generator Loss: 0.8521
Epoch 1/1... Discriminator Loss: 1.3012... Generator Loss: 0.6381 Epoch 1/1... Discriminator Loss: 1.3151... Generator Loss: 0.7422 Epoch 1/1... Discriminator Loss: 1.7430... Generator Loss: 0.4681 Epoch 1/1... Discriminator Loss: 1.4335... Generator Loss: 0.4885 Epoch 1/1... Discriminator Loss: 1.1462... Generator Loss: 0.7567 Epoch 1/1... Discriminator Loss: 1.1853... Generator Loss: 0.6458 Epoch 1/1... Discriminator Loss: 1.5213... Generator Loss: 0.6164 Epoch 1/1... Discriminator Loss: 1.1669... Generator Loss: 0.5992 Epoch 1/1... Discriminator Loss: 0.7929... Generator Loss: 1.2497 Epoch 1/1... Discriminator Loss: 1.7182... Generator Loss: 0.3438
Epoch 1/1... Discriminator Loss: 1.4235... Generator Loss: 0.6085 Epoch 1/1... Discriminator Loss: 1.5757... Generator Loss: 0.4303 Epoch 1/1... Discriminator Loss: 1.0021... Generator Loss: 0.6541 Epoch 1/1... Discriminator Loss: 1.3726... Generator Loss: 0.7380 Epoch 1/1... Discriminator Loss: 1.0175... Generator Loss: 0.7367 Epoch 1/1... Discriminator Loss: 1.1954... Generator Loss: 0.8287 Epoch 1/1... Discriminator Loss: 1.6162... Generator Loss: 0.3992 Epoch 1/1... Discriminator Loss: 1.2943... Generator Loss: 0.6193 Epoch 1/1... Discriminator Loss: 1.2726... Generator Loss: 0.6175 Epoch 1/1... Discriminator Loss: 1.6248... Generator Loss: 0.4180
Epoch 1/1... Discriminator Loss: 1.7437... Generator Loss: 0.6281 Epoch 1/1... Discriminator Loss: 1.0482... Generator Loss: 0.7893 Epoch 1/1... Discriminator Loss: 1.5613... Generator Loss: 0.5120 Epoch 1/1... Discriminator Loss: 1.2373... Generator Loss: 0.6252 Epoch 1/1... Discriminator Loss: 1.1986... Generator Loss: 0.5558 Epoch 1/1... Discriminator Loss: 1.2481... Generator Loss: 0.6251 Epoch 1/1... Discriminator Loss: 1.5149... Generator Loss: 0.4918 Epoch 1/1... Discriminator Loss: 0.9695... Generator Loss: 0.8283 Epoch 1/1... Discriminator Loss: 1.0615... Generator Loss: 0.7058 Epoch 1/1... Discriminator Loss: 1.3100... Generator Loss: 0.7336
Epoch 1/1... Discriminator Loss: 1.5695... Generator Loss: 0.4307 Epoch 1/1... Discriminator Loss: 1.4446... Generator Loss: 0.4423 Epoch 1/1... Discriminator Loss: 1.0546... Generator Loss: 0.7101 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.5921 Epoch 1/1... Discriminator Loss: 1.5585... Generator Loss: 0.5781 Epoch 1/1... Discriminator Loss: 1.3288... Generator Loss: 0.5709 Epoch 1/1... Discriminator Loss: 1.2472... Generator Loss: 0.5593 Epoch 1/1... Discriminator Loss: 1.5245... Generator Loss: 0.5162 Epoch 1/1... Discriminator Loss: 1.5589... Generator Loss: 0.5193 Epoch 1/1... Discriminator Loss: 1.6685... Generator Loss: 0.5621
Epoch 1/1... Discriminator Loss: 1.7413... Generator Loss: 0.5419 Epoch 1/1... Discriminator Loss: 1.3035... Generator Loss: 0.6244 Epoch 1/1... Discriminator Loss: 1.2526... Generator Loss: 0.6069 Epoch 1/1... Discriminator Loss: 1.0950... Generator Loss: 0.6876 Epoch 1/1... Discriminator Loss: 1.6621... Generator Loss: 0.6208 Epoch 1/1... Discriminator Loss: 1.3905... Generator Loss: 0.5417 Epoch 1/1... Discriminator Loss: 1.5403... Generator Loss: 0.5995 Epoch 1/1... Discriminator Loss: 1.6718... Generator Loss: 0.6674 Epoch 1/1... Discriminator Loss: 1.0990... Generator Loss: 0.5748 Epoch 1/1... Discriminator Loss: 1.4916... Generator Loss: 0.6191
Epoch 1/1... Discriminator Loss: 0.8787... Generator Loss: 0.7432 Epoch 1/1... Discriminator Loss: 1.1101... Generator Loss: 0.5749 Epoch 1/1... Discriminator Loss: 1.2493... Generator Loss: 0.6413 Epoch 1/1... Discriminator Loss: 1.4262... Generator Loss: 0.7443 Epoch 1/1... Discriminator Loss: 1.2560... Generator Loss: 0.4430 Epoch 1/1... Discriminator Loss: 1.1219... Generator Loss: 1.0297 Epoch 1/1... Discriminator Loss: 1.2790... Generator Loss: 0.7166 Epoch 1/1... Discriminator Loss: 0.8898... Generator Loss: 0.8126 Epoch 1/1... Discriminator Loss: 1.1112... Generator Loss: 0.6206 Epoch 1/1... Discriminator Loss: 1.1333... Generator Loss: 0.6519
Epoch 1/1... Discriminator Loss: 1.2966... Generator Loss: 0.5839 Epoch 1/1... Discriminator Loss: 0.9594... Generator Loss: 0.9768 Epoch 1/1... Discriminator Loss: 1.9153... Generator Loss: 0.5247 Epoch 1/1... Discriminator Loss: 1.4173... Generator Loss: 0.4650 Epoch 1/1... Discriminator Loss: 0.9949... Generator Loss: 0.8123 Epoch 1/1... Discriminator Loss: 1.7179... Generator Loss: 0.4734 Epoch 1/1... Discriminator Loss: 1.3996... Generator Loss: 0.6278 Epoch 1/1... Discriminator Loss: 1.5548... Generator Loss: 0.4007 Epoch 1/1... Discriminator Loss: 2.0653... Generator Loss: 0.3804 Epoch 1/1... Discriminator Loss: 1.6869... Generator Loss: 0.4998
Epoch 1/1... Discriminator Loss: 1.5607... Generator Loss: 0.5959 Epoch 1/1... Discriminator Loss: 1.1777... Generator Loss: 0.7069 Epoch 1/1... Discriminator Loss: 1.4713... Generator Loss: 0.5823 Epoch 1/1... Discriminator Loss: 1.4922... Generator Loss: 0.6983 Epoch 1/1... Discriminator Loss: 1.9682... Generator Loss: 0.6769 Epoch 1/1... Discriminator Loss: 1.3457... Generator Loss: 0.5715 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.4532 Epoch 1/1... Discriminator Loss: 1.0181... Generator Loss: 0.7237 Epoch 1/1... Discriminator Loss: 1.0450... Generator Loss: 0.8914 Epoch 1/1... Discriminator Loss: 1.7901... Generator Loss: 0.4050
Epoch 1/1... Discriminator Loss: 1.7776... Generator Loss: 0.4241 Epoch 1/1... Discriminator Loss: 0.9566... Generator Loss: 0.7762 Epoch 1/1... Discriminator Loss: 2.0249... Generator Loss: 0.3580 Epoch 1/1... Discriminator Loss: 1.8116... Generator Loss: 0.5445 Epoch 1/1... Discriminator Loss: 1.3428... Generator Loss: 0.5169 Epoch 1/1... Discriminator Loss: 0.9769... Generator Loss: 0.5578 Epoch 1/1... Discriminator Loss: 1.8000... Generator Loss: 0.5436 Epoch 1/1... Discriminator Loss: 1.2780... Generator Loss: 0.7992 Epoch 1/1... Discriminator Loss: 1.2483... Generator Loss: 0.7035 Epoch 1/1... Discriminator Loss: 1.3708... Generator Loss: 0.5135
Epoch 1/1... Discriminator Loss: 1.2249... Generator Loss: 0.8137 Epoch 1/1... Discriminator Loss: 1.5449... Generator Loss: 0.4671 Epoch 1/1... Discriminator Loss: 2.0814... Generator Loss: 0.4781 Epoch 1/1... Discriminator Loss: 1.3091... Generator Loss: 0.7905 Epoch 1/1... Discriminator Loss: 1.2752... Generator Loss: 0.6234 Epoch 1/1... Discriminator Loss: 1.4299... Generator Loss: 0.5537 Epoch 1/1... Discriminator Loss: 1.2874... Generator Loss: 0.8151 Epoch 1/1... Discriminator Loss: 1.5801... Generator Loss: 0.4654 Epoch 1/1... Discriminator Loss: 1.0074... Generator Loss: 0.6269 Epoch 1/1... Discriminator Loss: 1.2864... Generator Loss: 0.6609
Epoch 1/1... Discriminator Loss: 2.2507... Generator Loss: 0.4183 Epoch 1/1... Discriminator Loss: 1.0694... Generator Loss: 0.7832 Epoch 1/1... Discriminator Loss: 1.3335... Generator Loss: 0.5478 Epoch 1/1... Discriminator Loss: 1.3535... Generator Loss: 0.6632 Epoch 1/1... Discriminator Loss: 1.4497... Generator Loss: 0.5813 Epoch 1/1... Discriminator Loss: 1.1437... Generator Loss: 0.5169 Epoch 1/1... Discriminator Loss: 1.4321... Generator Loss: 0.6223 Epoch 1/1... Discriminator Loss: 0.9752... Generator Loss: 0.5996 Epoch 1/1... Discriminator Loss: 1.2770... Generator Loss: 0.5614 Epoch 1/1... Discriminator Loss: 1.4271... Generator Loss: 0.5841
Epoch 1/1... Discriminator Loss: 1.0215... Generator Loss: 0.7512 Epoch 1/1... Discriminator Loss: 1.4614... Generator Loss: 0.6125 Epoch 1/1... Discriminator Loss: 0.9626... Generator Loss: 0.9045 Epoch 1/1... Discriminator Loss: 1.5544... Generator Loss: 0.5641 Epoch 1/1... Discriminator Loss: 1.7687... Generator Loss: 0.5862 Epoch 1/1... Discriminator Loss: 1.2134... Generator Loss: 0.6544 Epoch 1/1... Discriminator Loss: 1.3512... Generator Loss: 0.5941 Epoch 1/1... Discriminator Loss: 1.6072... Generator Loss: 0.4560 Epoch 1/1... Discriminator Loss: 1.3449... Generator Loss: 0.3805 Epoch 1/1... Discriminator Loss: 1.0553... Generator Loss: 0.9533
Epoch 1/1... Discriminator Loss: 1.4436... Generator Loss: 0.8356 Epoch 1/1... Discriminator Loss: 1.2866... Generator Loss: 0.5901 Epoch 1/1... Discriminator Loss: 1.3511... Generator Loss: 0.6748 Epoch 1/1... Discriminator Loss: 1.5352... Generator Loss: 0.5860 Epoch 1/1... Discriminator Loss: 1.5879... Generator Loss: 0.3357 Epoch 1/1... Discriminator Loss: 1.0798... Generator Loss: 0.5526 Epoch 1/1... Discriminator Loss: 1.7615... Generator Loss: 0.3821 Epoch 1/1... Discriminator Loss: 1.4521... Generator Loss: 0.4953 Epoch 1/1... Discriminator Loss: 1.4675... Generator Loss: 0.5508 Epoch 1/1... Discriminator Loss: 1.3262... Generator Loss: 0.6592
Epoch 1/1... Discriminator Loss: 0.9677... Generator Loss: 0.7574 Epoch 1/1... Discriminator Loss: 1.3528... Generator Loss: 0.6352 Epoch 1/1... Discriminator Loss: 1.6399... Generator Loss: 0.6702 Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.6202 Epoch 1/1... Discriminator Loss: 1.1272... Generator Loss: 0.6900 Epoch 1/1... Discriminator Loss: 1.4007... Generator Loss: 0.6172 Epoch 1/1... Discriminator Loss: 1.3959... Generator Loss: 0.6407 Epoch 1/1... Discriminator Loss: 1.6604... Generator Loss: 0.3615 Epoch 1/1... Discriminator Loss: 1.3813... Generator Loss: 0.4731 Epoch 1/1... Discriminator Loss: 1.1376... Generator Loss: 0.8284
Epoch 1/1... Discriminator Loss: 1.2859... Generator Loss: 0.6424 Epoch 1/1... Discriminator Loss: 1.9014... Generator Loss: 0.2949 Epoch 1/1... Discriminator Loss: 1.7098... Generator Loss: 0.3669 Epoch 1/1... Discriminator Loss: 1.6199... Generator Loss: 0.4368 Epoch 1/1... Discriminator Loss: 1.0884... Generator Loss: 0.6407 Epoch 1/1... Discriminator Loss: 1.5115... Generator Loss: 0.4955 Epoch 1/1... Discriminator Loss: 1.5018... Generator Loss: 0.6384 Epoch 1/1... Discriminator Loss: 1.1700... Generator Loss: 0.6263 Epoch 1/1... Discriminator Loss: 1.3375... Generator Loss: 0.5986 Epoch 1/1... Discriminator Loss: 1.2924... Generator Loss: 0.8294
Epoch 1/1... Discriminator Loss: 1.3689... Generator Loss: 0.6742 Epoch 1/1... Discriminator Loss: 1.1376... Generator Loss: 0.6371 Epoch 1/1... Discriminator Loss: 1.1930... Generator Loss: 0.7547 Epoch 1/1... Discriminator Loss: 1.4977... Generator Loss: 0.6817 Epoch 1/1... Discriminator Loss: 1.9182... Generator Loss: 0.4211 Epoch 1/1... Discriminator Loss: 1.0173... Generator Loss: 0.7314 Epoch 1/1... Discriminator Loss: 1.3937... Generator Loss: 0.4484 Epoch 1/1... Discriminator Loss: 0.9225... Generator Loss: 0.7674 Epoch 1/1... Discriminator Loss: 1.1198... Generator Loss: 0.5869 Epoch 1/1... Discriminator Loss: 1.1634... Generator Loss: 0.5980
Epoch 1/1... Discriminator Loss: 1.5107... Generator Loss: 0.5986 Epoch 1/1... Discriminator Loss: 1.4076... Generator Loss: 0.5362 Epoch 1/1... Discriminator Loss: 1.5701... Generator Loss: 0.4696 Epoch 1/1... Discriminator Loss: 1.4795... Generator Loss: 0.4418 Epoch 1/1... Discriminator Loss: 1.1898... Generator Loss: 0.6940 Epoch 1/1... Discriminator Loss: 1.1523... Generator Loss: 0.6216 Epoch 1/1... Discriminator Loss: 1.1441... Generator Loss: 0.6468 Epoch 1/1... Discriminator Loss: 1.5278... Generator Loss: 0.6869 Epoch 1/1... Discriminator Loss: 1.2821... Generator Loss: 0.6185 Epoch 1/1... Discriminator Loss: 1.0948... Generator Loss: 0.7717
Epoch 1/1... Discriminator Loss: 1.8952... Generator Loss: 0.4717 Epoch 1/1... Discriminator Loss: 1.6343... Generator Loss: 0.5054 Epoch 1/1... Discriminator Loss: 1.2599... Generator Loss: 0.5885 Epoch 1/1... Discriminator Loss: 1.8807... Generator Loss: 0.4609 Epoch 1/1... Discriminator Loss: 1.5155... Generator Loss: 0.6392 Epoch 1/1... Discriminator Loss: 1.1835... Generator Loss: 0.7045 Epoch 1/1... Discriminator Loss: 1.7081... Generator Loss: 0.5795 Epoch 1/1... Discriminator Loss: 1.3680... Generator Loss: 0.6659 Epoch 1/1... Discriminator Loss: 1.7225... Generator Loss: 0.4962 Epoch 1/1... Discriminator Loss: 1.0828... Generator Loss: 1.0359
Epoch 1/1... Discriminator Loss: 1.7221... Generator Loss: 0.4900 Epoch 1/1... Discriminator Loss: 1.2814... Generator Loss: 0.6441 Epoch 1/1... Discriminator Loss: 1.5784... Generator Loss: 0.5622 Epoch 1/1... Discriminator Loss: 1.4647... Generator Loss: 0.5825 Epoch 1/1... Discriminator Loss: 2.1874... Generator Loss: 0.2588 Epoch 1/1... Discriminator Loss: 1.5393... Generator Loss: 0.5147 Epoch 1/1... Discriminator Loss: 1.3948... Generator Loss: 0.5384 Epoch 1/1... Discriminator Loss: 1.6066... Generator Loss: 0.4889 Epoch 1/1... Discriminator Loss: 1.2953... Generator Loss: 0.6062 Epoch 1/1... Discriminator Loss: 1.2529... Generator Loss: 0.6249
Epoch 1/1... Discriminator Loss: 1.2448... Generator Loss: 0.7390 Epoch 1/1... Discriminator Loss: 1.6711... Generator Loss: 0.8575 Epoch 1/1... Discriminator Loss: 1.2895... Generator Loss: 0.7439 Epoch 1/1... Discriminator Loss: 1.1192... Generator Loss: 0.6620 Epoch 1/1... Discriminator Loss: 2.3821... Generator Loss: 0.3341 Epoch 1/1... Discriminator Loss: 2.1063... Generator Loss: 0.3693 Epoch 1/1... Discriminator Loss: 0.8341... Generator Loss: 0.8520 Epoch 1/1... Discriminator Loss: 1.6556... Generator Loss: 0.7875 Epoch 1/1... Discriminator Loss: 2.0842... Generator Loss: 0.5763 Epoch 1/1... Discriminator Loss: 0.8665... Generator Loss: 0.9548
Epoch 1/1... Discriminator Loss: 3.2978... Generator Loss: 0.0696 Epoch 1/1... Discriminator Loss: 2.0519... Generator Loss: 0.3206 Epoch 1/1... Discriminator Loss: 1.8817... Generator Loss: 0.4235 Epoch 1/1... Discriminator Loss: 1.3886... Generator Loss: 0.4972 Epoch 1/1... Discriminator Loss: 0.8458... Generator Loss: 0.9327 Epoch 1/1... Discriminator Loss: 2.2492... Generator Loss: 0.5973
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.